Table of contents for issues of ACM Transactions on Intelligent Systems and Technology (TIST)

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Volume 1, Number 1, October, 2010
Volume 1, Number 2, November, 2010
Volume 2, Number 1, January, 2011
Volume 2, Number 2, February, 2011
Volume 2, Number 3, April, 2011
Volume 2, Number 4, July, 2011
Volume 3, Number 1, October, 2011
Volume 3, Number 2, February, 2012
Volume 3, Number 3, May, 2012
Volume 3, Number 4, September, 2012
Volume 4, Number 1, January, 2013
Volume 4, Number 2, March, 2013
Volume 4, Number 3, June, 2013
Volume 4, Number 4, September, 2013
Volume 5, Number 1, December, 2013
Volume 5, Number 2, April, 2014
Volume 5, Number 3, September, 2014
Volume 5, Number 4, January, 2015
Volume 6, Number 1, March, 2015
Volume 6, Number 2, April, 2015
Volume 6, Number 3, May, 2015
Volume 6, Number 4, August, 2015
Volume 7, Number 1, October, 2015
Volume 7, Number 2, January, 2016
Volume 7, Number 3, April, 2016
Volume 7, Number 4, July, 2016
Volume 8, Number 1, October, 2016
Volume 8, Number 2, January, 2017
Volume 8, Number 3, April, 2017
Volume 8, Number 4, July, 2017
Volume 8, Number 5, September, 2017
Volume 8, Number 6, September, 2017
Volume 9, Number 1, October, 2017
Volume 9, Number 2, January, 2018
Volume 9, Number 3, February, 2018
Volume 9, Number 4, February, 2018
Volume 9, Number 5, July, 2018
Volume 9, Number 6, November, 2018
Volume 10, Number 1, January, 2019
Volume 10, Number 2, February, 2019
Volume 10, Number 3, May, 2019
Volume 10, Number 4, August, 2019
Volume 10, Number 5, October, 2019
Volume 10, Number 6, October, 2019
Volume 11, Number 1, February, 2020
Volume 11, Number 2, March, 2020
Volume 11, Number 3, May, 2020
Volume 11, Number 4, July, 2020
Volume 11, Number 5, September, 2020
Volume 11, Number 6, November, 2020
Volume 12, Number 1, February, 2021
Volume 12, Number 2, March, 2021
Volume 12, Number 3, July, 2021
Volume 12, Number 4, August, 2021
Volume 12, Number 5, October, 2021
Volume 12, Number 6, December, 2021
Volume 13, Number 1, February, 2022
Volume 13, Number 2, April, 2022
Volume 13, Number 3, June, 2022
Volume 13, Number 4, August, 2022
Volume 13, Number 5, October, 2022
Volume 13, Number 6, December, 2022
Volume 14, Number 1, February, 2023
Volume 14, Number 2, April, 2023
Volume 14, Number 3, June, 2023
Volume 14, Number 4, August, 2023
Volume 14, Number 5, October, 2023
Volume 14, Number 6, December, 2023
Volume 15, Number 1, February, 2024
Volume 15, Number 2, April, 2024
Volume 15, Number 3, June, 2024
Volume 15, Number 4, August, 2024


ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 1, Number 1, October, 2010

                     Qiang Yang   Introduction to ACM TIST . . . . . . . . 1:1--1:??
                   Huan Liu and   
                       Dana Nau   Introduction to the ACM TIST special
                                  issue AI in social computing and
                                  cultural modeling  . . . . . . . . . . . 2:1--2:??
        William Sims Bainbridge   Virtual worlds as cultural models  . . . 3:1--3:??
             Michal Feldman and   
              Moshe Tennenholtz   Structured coalitions in resource
                                  selection games  . . . . . . . . . . . . 4:1--4:??
                    Fang Wu and   
           Bernardo A. Huberman   Opinion formation under costly
                                  expression . . . . . . . . . . . . . . . 5:1--5:??
               Patrick Roos and   
               J. Ryan Carr and   
                    Dana S. Nau   Evolution of state-dependent risk
                                  preferences  . . . . . . . . . . . . . . 6:1--6:??
                Rebecca Goolsby   Social media as crisis platform: The
                                  future of community maps/crisis maps . . 7:1--7:??
                  Meng Wang and   
                     Bo Liu and   
                 Xian-Sheng Hua   Accessible image search for
                                  colorblindness . . . . . . . . . . . . . 8:1--8:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 1, Number 2, November, 2010

                     Yixin Chen   Preface to special issue on applications
                                  of automated planning  . . . . . . . . . 9:1--9:??
             Julie Porteous and   
               Marc Cavazza and   
                   Fred Charles   Applying planning to interactive
                                  storytelling: Narrative control using
                                  state constraints  . . . . . . . . . . . 10:1--10:??
               Daniel Bryce and   
         Michael Verdicchio and   
                  Seungchan Kim   Planning interventions in biological
                                  networks . . . . . . . . . . . . . . . . 11:1--11:??
          Ioannis Refanidis and   
               Neil Yorke-Smith   A constraint-based approach to
                                  scheduling an individual's activities    12:1--12:??
      Abder Rezak Benaskeur and   
           Froduald Kabanza and   
                   Eric Beaudry   CORALS: a real-time planner for anti-air
                                  defense operations . . . . . . . . . . . 13:1--13:??
        Kartik Talamadupula and   
                  J. Benton and   
       Subbarao Kambhampati and   
          Paul Schermerhorn and   
               Matthias Scheutz   Planning for human-robot teaming in open
                                  worlds . . . . . . . . . . . . . . . . . 14:1--14:??
           Marcello Cirillo and   
              Lars Karlsson and   
           Alessandro Saffiotti   Human-aware task planning: An
                                  application to mobile robots . . . . . . 15:1--15:??


ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 2, Number 1, January, 2011

               Daqing Zhang and   
          Matthai Philipose and   
                     Qiang Yang   Introduction to the special issue on
                                  intelligent systems for activity
                                  recognition  . . . . . . . . . . . . . . 1:1--1:??
                   Yu Zheng and   
                       Xing Xie   Learning travel recommendations from
                                  user-generated GPS traces  . . . . . . . 2:1--2:??
           Katayoun Farrahi and   
            Daniel Gatica-Perez   Discovering routines from large-scale
                                  human locations using probabilistic
                                  topic models . . . . . . . . . . . . . . 3:1--3:??
          Jane Yung-Jen Hsu and   
             Chia-Chun Lian and   
                   Wan-Rong Jih   Probabilistic models for concurrent
                                  chatting activity recognition  . . . . . 4:1--4:??
                   Yue Zhou and   
                Bingbing Ni and   
              Shuicheng Yan and   
                Thomas S. Huang   Recognizing pair-activities by causality
                                  analysis . . . . . . . . . . . . . . . . 5:1--5:??
              Jamie A. Ward and   
              Paul Lukowicz and   
              Hans W. Gellersen   Performance metrics for activity
                                  recognition  . . . . . . . . . . . . . . 6:1--6:??
                Danny Wyatt and   
          Tanzeem Choudhury and   
                Jeff Bilmes and   
                 James A. Kitts   Inferring colocation and conversation
                                  networks from privacy-sensitive audio
                                  with implications for computational
                                  social science . . . . . . . . . . . . . 7:1--7:??
                Xinlong Bao and   
           Thomas G. Dietterich   FolderPredictor: Reducing the cost of
                                  reaching the right folder  . . . . . . . 8:1--8:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 2, Number 2, February, 2011

             Xian-Sheng Hua and   
                    Qi Tian and   
          Alberto Del Bimbo and   
                    Ramesh Jain   Introduction to the special issue on
                                  intelligent multimedia systems and
                                  technology . . . . . . . . . . . . . . . 9:1--9:??
                  Meng Wang and   
                 Xian-Sheng Hua   Active learning in multimedia annotation
                                  and retrieval: a survey  . . . . . . . . 10:1--10:??
              Yuanlong Shao and   
                  Yuan Zhou and   
                       Deng Cai   Variational inference with graph
                                  regularization for image annotation  . . 11:1--11:??
                     Jie Yu and   
                    Xin Jin and   
                 Jiawei Han and   
                      Jiebo Luo   Collection-based sparse label
                                  propagation and its application on
                                  social group suggestion from photos  . . 12:1--12:??
                     Lei Wu and   
           Steven C. H. Hoi and   
                   Rong Jin and   
                 Jianke Zhu and   
                     Nenghai Yu   Distance metric learning from uncertain
                                  side information for automated photo
                                  tagging  . . . . . . . . . . . . . . . . 13:1--13:??
                Jinhui Tang and   
               Richang Hong and   
              Shuicheng Yan and   
              Tat-Seng Chua and   
                 Guo-Jun Qi and   
                    Ramesh Jain   Image annotation by $k$NN-sparse
                                  graph-based label propagation over
                                  noisily tagged web images  . . . . . . . 14:1--14:??
              Xiaofeng Tong and   
                    Jia Liu and   
                   Tao Wang and   
                    Yimin Zhang   Automatic player labeling, tracking and
                                  field registration and trajectory
                                  mapping in broadcast soccer video  . . . 15:1--15:??
              Qingzhong Liu and   
             Andrew H. Sung and   
                    Mengyu Qiao   Neighboring joint density-based JPEG
                                  steganalysis . . . . . . . . . . . . . . 16:1--16:??
             Chidansh Bhatt and   
              Mohan Kankanhalli   Probabilistic temporal multimedia data
                                  mining . . . . . . . . . . . . . . . . . 17:1--17:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 2, Number 3, April, 2011

                Charles X. Ling   Introduction to special issue on machine
                                  learning for business applications . . . 18:1--18:??
                    Vasant Dhar   Prediction in financial markets: The
                                  case for small disjuncts . . . . . . . . 19:1--19:??
              Szu-Hao Huang and   
             Shang-Hong Lai and   
                 Shih-Hsien Tai   A learning-based contrarian trading
                                  strategy via a dual-classifier model . . 20:1--20:??
                     Bin Li and   
           Steven C. H. Hoi and   
       Vivekanand Gopalkrishnan   CORN: Correlation-driven nonparametric
                                  learning approach for portfolio
                                  selection  . . . . . . . . . . . . . . . 21:1--21:??
           Francesco Bonchi and   
            Carlos Castillo and   
           Aristides Gionis and   
               Alejandro Jaimes   Social Network Analysis and Mining for
                                  Business Applications  . . . . . . . . . 22:1--22:??
              Richong Zhang and   
                    Thomas Tran   A helpfulness modeling framework for
                                  electronic word-of-mouth on consumer
                                  opinion platforms  . . . . . . . . . . . 23:1--23:??
                    Yong Ge and   
                  Hui Xiong and   
                Wenjun Zhou and   
                  Siming Li and   
                 Ramendra Sahoo   Multifocal learning for customer problem
                                  analysis . . . . . . . . . . . . . . . . 24:1--24:??
                   Chun-Nan Hsu   Introduction to special issue on
                                  large-scale machine learning . . . . . . 25:1--25:??
                Zhiyuan Liu and   
               Yuzhou Zhang and   
            Edward Y. Chang and   
                    Maosong Sun   PLDA+: Parallel latent Dirichlet
                                  allocation with data placement and
                                  pipeline processing  . . . . . . . . . . 26:1--26:??
           Chih-Chung Chang and   
                   Chih-Jen Lin   LIBSVM: a library for support vector
                                  machines . . . . . . . . . . . . . . . . 27:1--27:??
               Gilles Gasso and   
     Aristidis Pappaioannou and   
              Marina Spivak and   
             Léon Bottou   Batch and online learning algorithms for
                                  nonconvex Neyman--Pearson classification 28:1--28:??
                     Hao Ma and   
                 Irwin King and   
                 Michael R. Lyu   Learning to recommend with explicit and
                                  implicit social relations  . . . . . . . 29:1--29:??
                  Justin Ma and   
           Lawrence K. Saul and   
              Stefan Savage and   
            Geoffrey M. Voelker   Learning to detect malicious URLs  . . . 30:1--30:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 2, Number 4, July, 2011

                Carla Gomes and   
                     Qiang Yang   Introduction to special issue on
                                  computational sustainability . . . . . . 31:1--31:??
             Andreas Krause and   
                Carlos Guestrin   Submodularity and its applications in
                                  optimized information gathering  . . . . 32:1--32:??
       Massimiliano Cattafi and   
            Marco Gavanelli and   
             Michela Milano and   
                  Paolo Cagnoli   Sustainable biomass power plant location
                                  in the Italian Emilia-Romagna region . . 33:1--33:??
         Debprakash Patnaik and   
              Manish Marwah and   
          Ratnesh K. Sharma and   
             Naren Ramakrishnan   Temporal data mining approaches for
                                  sustainable chiller management in data
                                  centers  . . . . . . . . . . . . . . . . 34:1--34:??
      Sarvapali D. Ramchurn and   
    Perukrishnen Vytelingum and   
                Alex Rogers and   
           Nicholas R. Jennings   Agent-based homeostatic control for
                                  green energy in the smart grid . . . . . 35:1--35:??
               Varun Mithal and   
                Ashish Garg and   
               Shyam Boriah and   
          Michael Steinbach and   
                Vipin Kumar and   
         Christopher Potter and   
            Steven Klooster and   
     Juan Carlos Castilla-Rubio   Monitoring global forest cover using
                                  data mining  . . . . . . . . . . . . . . 36:1--36:??
                 Zhenhui Li and   
                 Jiawei Han and   
                    Ming Ji and   
                 Lu-An Tang and   
                  Yintao Yu and   
                 Bolin Ding and   
                Jae-Gil Lee and   
                    Roland Kays   MoveMine: Mining moving object data for
                                  discovery of animal movement patterns    37:1--37:??
           Jameson L. Toole and   
               Nathan Eagle and   
              Joshua B. Plotkin   Spatiotemporal correlations in criminal
                                  offense records  . . . . . . . . . . . . 38:1--38:??
                   Wei Ding and   
        Tomasz F. Stepinski and   
                    Yang Mu and   
          Lourenco Bandeira and   
            Ricardo Ricardo and   
                   Youxi Wu and   
                  Zhenyu Lu and   
                 Tianyu Cao and   
                     Xindong Wu   Subkilometer crater discovery with
                                  boosting and transfer learning . . . . . 39:1--39:??
           Pauline M. Berry and   
           Melinda Gervasio and   
              Bart Peintner and   
               Neil Yorke-Smith   PTIME: Personalized assistance for
                                  calendaring  . . . . . . . . . . . . . . 40:1--40:??
          Sudhakar Y. Reddy and   
            Jeremy D. Frank and   
         Michael J. Iatauro and   
           Matthew E. Boyce and   
      Elif Kürklü and   
          Mitchell Ai-Chang and   
          Ari K. Jónsson   Planning solar array operations on the
                                  International Space Station  . . . . . . 41:1--41:??
           Karen Zita Haigh and   
                    Fusun Yaman   RECYCLE: Learning looping workflows from
                                  annotated traces . . . . . . . . . . . . 42:1--42:??


ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 3, Number 1, October, 2011

                    Ido Guy and   
                    Li Chen and   
               Michelle X. Zhou   Introduction . . . . . . . . . . . . . . 1:1--1:??
              Marek Lipczak and   
               Evangelos Milios   Efficient Tag Recommendation for
                                  Real-Life Data . . . . . . . . . . . . . 2:1--2:??
             Vishvas Vasuki and   
        Nagarajan Natarajan and   
               Zhengdong Lu and   
              Berkant Savas and   
               Inderjit Dhillon   Scalable Affiliation Recommendation
                                  using Auxiliary Networks . . . . . . . . 3:1--3:??
              Kevin McNally and   
        Michael P. O'Mahony and   
              Maurice Coyle and   
               Peter Briggs and   
                    Barry Smyth   A Case Study of Collaboration and
                                  Reputation in Social Web Search  . . . . 4:1--4:??
                Shiwan Zhao and   
           Michelle X. Zhou and   
              Xiatian Zhang and   
                  Quan Yuan and   
               Wentao Zheng and   
                     Rongyao Fu   Who is Doing What and When: Social
                                  Map-Based Recommendation for
                                  Content-Centric Social Web Sites . . . . 5:1--5:??
                   Huan Liu and   
                       Dana Nau   Introduction . . . . . . . . . . . . . . 6:1--6:??
            Paulo Shakarian and   
         V. S. Subrahmanian and   
             Maria Luisa Sapino   GAPs: Geospatial Abduction Problems  . . 7:1--7:??
                Ya'akov Gal and   
                Sarit Kraus and   
            Michele Gelfand and   
              Hilal Khashan and   
               Elizabeth Salmon   An Adaptive Agent for Negotiating with
                                  People in Different Cultures . . . . . . 8:1--8:??
                    Thuc Vu and   
                    Yoav Shoham   Fair Seeding in Knockout Tournaments . . 9:1--9:??
     Claudio Cioffi-Revilla and   
           J. Daniel Rogers and   
        Atesmachew Hailegiorgis   Geographic Information Systems and
                                  Spatial Agent-Based Model Simulations
                                  for Sustainable Development  . . . . . . 10:1--10:??
             Yingying Jiang and   
                  Feng Tian and   
      Xiaolong (Luke) Zhang and   
               Guozhong Dai and   
                    Hongan Wang   Understanding, Manipulating and
                                  Searching Hand-Drawn Concept Maps  . . . 11:1--11:??
              Jingdong Wang and   
                 Xian-Sheng Hua   Interactive Image Search by Color Map    12:1--12:??
         Peter Prettenhofer and   
                    Benno Stein   Cross-Lingual Adaptation Using
                                  Structural Correspondence Learning . . . 13:1--13:??
       Aris Anagnostopoulos and   
           Andrei Z. Broder and   
        Evgeniy Gabrilovich and   
           Vanja Josifovski and   
                   Lance Riedel   Web Page Summarization for Just-in-Time
                                  Contextual Advertising . . . . . . . . . 14:1--14:??
                   Lei Tang and   
                 Xufei Wang and   
                       Huan Liu   Group Profiling for Understanding Social
                                  Structures . . . . . . . . . . . . . . . 15:1--15:??
                 Zhanyi Liu and   
               Haifeng Wang and   
                     Hua Wu and   
                       Sheng Li   Two-Word Collocation Extraction Using
                                  Monolingual Word Alignment Method  . . . 16:1--16:??
                  Zhen Liao and   
                Daxin Jiang and   
                Enhong Chen and   
                   Jian Pei and   
               Huanhuan Cao and   
                        Hang Li   Mining Concept Sequences from
                                  Large-Scale Search Logs for
                                  Context-Aware Query Suggestion . . . . . 17:1--17:??
            Gita Sukthankar and   
                   Katia Sycara   Activity Recognition for Dynamic
                                  Multi-Agent Teams  . . . . . . . . . . . 18:1--18:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 3, Number 2, February, 2012

                 Shixia Liu and   
           Michelle X. Zhou and   
          Giuseppe Carenini and   
                      Huamin Qu   Introduction to the Special Section on
                                  Intelligent Visual Interfaces for Text
                                  Analysis . . . . . . . . . . . . . . . . 19:1--19:??
                 Weiwei Cui and   
                  Huamin Qu and   
                  Hong Zhou and   
               Wenbin Zhang and   
                   Steve Skiena   Watch the Story Unfold with TextWheel:
                                  Visualization of Large-Scale News
                                  Streams  . . . . . . . . . . . . . . . . 20:1--20:??
              Vinhtuan Thai and   
        Pierre-Yves Rouille and   
            Siegfried Handschuh   Visual Abstraction and Ordering in
                                  Faceted Browsing of Text Collections . . 21:1--21:??
    K. Selçuk Candan and   
              Luigi Di Caro and   
             Maria Luisa Sapino   PhC: Multiresolution Visualization and
                                  Exploration of Text Corpora with
                                  Parallel Hierarchical Coordinates  . . . 22:1--22:??
         Brynjar Gretarsson and   
             John O'Donovan and   
        Svetlin Bostandjiev and   
       Tobias Höllerer and   
            Arthur Asuncion and   
               David Newman and   
                 Padhraic Smyth   TopicNets: Visual Analysis of Large Text
                                  Corpora with Topic Modeling  . . . . . . 23:1--23:??
                   Yi Zhang and   
                         Tao Li   DClusterE: a Framework for Evaluating
                                  and Understanding Document Clustering
                                  Using Visualization  . . . . . . . . . . 24:1--24:??
                 Shixia Liu and   
           Michelle X. Zhou and   
                 Shimei Pan and   
               Yangqiu Song and   
               Weihong Qian and   
                 Weijia Cai and   
                  Xiaoxiao Lian   TIARA: Interactive, Topic-Based Visual
                                  Text Summarization and Analysis  . . . . 25:1--25:??
        Christian Rohrdantz and   
                Ming C. Hao and   
             Umeshwar Dayal and   
             Lars-Erik Haug and   
                 Daniel A. Keim   Feature-Based Visual Sentiment Analysis
                                  of Text Document Streams . . . . . . . . 26:1--26:??
           Masashi Sugiyama and   
                     Qiang Yang   Introduction to the Special Section on
                                  the 2nd Asia Conference on Machine
                                  Learning (ACML 2010) . . . . . . . . . . 27:1--27:??
     Hossein Hajimirsadeghi and   
      Majid Nili Ahmadabadi and   
        Babak Nadjar Araabi and   
                    Hadi Moradi   Conceptual Imitation Learning in a
                                  Human-Robot Interaction Paradigm . . . . 28:1--28:??
                  Peipei Li and   
                 Xindong Wu and   
                     Xuegang Hu   Mining Recurring Concept Drifts with
                                  Limited Labeled Streaming Data . . . . . 29:1--29:??
               Albert Bifet and   
                 Eibe Frank and   
               Geoff Holmes and   
            Bernhard Pfahringer   Ensembles of Restricted Hoeffding Trees  30:1--30:??
                 Huadong Ma and   
              Chengbin Zeng and   
                Charles X. Ling   A Reliable People Counting System via
                                  Multiple Cameras . . . . . . . . . . . . 31:1--31:??
         Kostas Kolomvatsos and   
   Christos Anagnostopoulos and   
       Stathes Hadjiefthymiades   A Fuzzy Logic System for Bargaining in
                                  Information Markets  . . . . . . . . . . 32:1--32:??
                  Lixin Shi and   
                Yuhang Zhao and   
                       Jie Tang   Batch Mode Active Learning for Networked
                                  Data . . . . . . . . . . . . . . . . . . 33:1--33:??
            Paulo Shakarian and   
          John P. Dickerson and   
             V. S. Subrahmanian   Adversarial Geospatial Abduction
                                  Problems . . . . . . . . . . . . . . . . 34:1--34:??
                 Xueying Li and   
               Huanhuan Cao and   
                Enhong Chen and   
                     Jilei Tian   Learning to Infer the Status of
                                  Heavy-Duty Sensors for Energy-Efficient
                                  Context-Sensing  . . . . . . . . . . . . 35:1--35:??
               Weinan Zhang and   
              Dingquan Wang and   
               Gui-Rong Xue and   
                   Hongyuan Zha   Advertising Keywords Recommendation for
                                  Short-Text Web Pages Using Wikipedia . . 36:1--36:??
                    Ke Zhou and   
                   Jing Bai and   
               Hongyuan Zha and   
                   Gui-Rong Xue   Leveraging Auxiliary Data for Learning
                                  to Rank  . . . . . . . . . . . . . . . . 37:1--37:??
                   Wei Peng and   
                   Tong Sun and   
           Shriram Revankar and   
                         Tao Li   Mining the ``Voice of the Customer'' for
                                  Business Prioritization  . . . . . . . . 38:1--38:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 3, Number 3, May, 2012

             Xian-Sheng Hua and   
                    Qi Tian and   
          Alberto Del Bimbo and   
                    Ramesh Jain   Introduction to the Special Section on
                                  Intelligent Multimedia Systems and
                                  Technology Part II . . . . . . . . . . . 39:1--39:??
              Yi-Hsuan Yang and   
                  Homer H. Chen   Machine Recognition of Music Emotion: a
                                  Review . . . . . . . . . . . . . . . . . 40:1--40:??
               Ralph Ewerth and   
        Markus Mühling and   
               Bernd Freisleben   Robust Video Content Analysis via
                                  Transductive Learning  . . . . . . . . . 41:1--41:??
              Myunghoon Suk and   
             Ashok Ramadass and   
                  Yohan Jin and   
                 B. Prabhakaran   Video Human Motion Recognition Using a
                                  Knowledge-Based Hybrid Method Based on a
                                  Hidden Markov Model  . . . . . . . . . . 42:1--42:??
            Shengping Zhang and   
                Hongxun Yao and   
                    Xin Sun and   
                    Shaohui Liu   Robust Visual Tracking Using an
                                  Effective Appearance Model Based on
                                  Sparse Coding  . . . . . . . . . . . . . 43:1--43:??
                Rongrong Ji and   
                Hongxun Yao and   
                    Qi Tian and   
                 Pengfei Xu and   
              Xiaoshuai Sun and   
                   Xianming Liu   Context-Aware Semi-Local Feature
                                  Detector . . . . . . . . . . . . . . . . 44:1--44:??
           Stefano Berretti and   
          Alberto Del Bimbo and   
                    Pietro Pala   Distinguishing Facial Features for
                                  Ethnicity-Based $3$D Face Recognition    45:1--45:??
                 Ning Zhang and   
               Ling-Yu Duan and   
                Lingfang Li and   
             Qingming Huang and   
                     Jun Du and   
                    Wen Gao and   
                      Ling Guan   A Generic Approach for Systematic
                                  Analysis of Sports Videos  . . . . . . . 46:1--46:??
        Clement H. C. Leung and   
           Alice W. S. Chan and   
             Alfredo Milani and   
                 Jiming Liu and   
                      Yuanxi Li   Intelligent Social Media Indexing and
                                  Sharing Using an Adaptive Indexing
                                  Search Engine  . . . . . . . . . . . . . 47:1--47:??
                Steve Chien and   
                   Amedeo Cesta   Introduction to the Special Section on
                                  Artificial Intelligence in Space . . . . 48:1--48:??
           Kiri L. Wagstaff and   
             Julian Panetta and   
                Adnan Ansar and   
             Ronald Greeley and   
      Mary Pendleton Hoffer and   
              Melissa Bunte and   
       Norbert Schörghofer   Dynamic Landmarking for Surface Feature
                                  Identification and Change Detection  . . 49:1--49:??
             Tara A. Estlin and   
      Benjamin J. Bornstein and   
           Daniel M. Gaines and   
         Robert C. Anderson and   
          David R. Thompson and   
               Michael Burl and   
     Rebecca Castaño and   
                   Michele Judd   AEGIS Automated Science Targeting for
                                  the MER Opportunity Rover  . . . . . . . 50:1--50:??
            David S. Hayden and   
                Steve Chien and   
          David R. Thompson and   
         Rebecca Castaño   Using Clustering and Metric Learning to
                                  Improve Science Return of Remote Sensed
                                  Imagery  . . . . . . . . . . . . . . . . 51:1--51:??
           Steven C. H. Hoi and   
                   Rong Jin and   
                Jinhui Tang and   
                   Zhi-Hua Zhou   Introduction to the Special Section on
                                  Distance Metric Learning in Intelligent
                                  Systems  . . . . . . . . . . . . . . . . 52:1--52:??
                Deming Zhai and   
                 Hong Chang and   
              Shiguang Shan and   
                 Xilin Chen and   
                        Wen Gao   Multiview Metric Learning with Global
                                  Consistency and Local Smoothness . . . . 53:1--53:??
                   Yu Zhang and   
                  Dit-Yan Yeung   Transfer Metric Learning with
                                  Semi-Supervised Extension  . . . . . . . 54:1--54:??
                Jun-Ming Xu and   
                Xiaojin Zhu and   
              Timothy T. Rogers   Metric Learning for Estimating
                                  Psychological Similarities . . . . . . . 55:1--55:??
              Yan-Tao Zheng and   
              Zheng-Jun Zha and   
                  Tat-Seng Chua   Mining Travel Patterns from Geotagged
                                  Photos . . . . . . . . . . . . . . . . . 56:1--56:??
                 Steffen Rendle   Factorization Machines with libFM  . . . 57:1--57:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 3, Number 4, September, 2012

        Evgeniy Gabrilovich and   
                   Zhong Su and   
                       Jie Tang   Introduction to the Special Section on
                                  Computational Models of Collective
                                  Intelligence in the Social Web . . . . . 58:1--58:??
    Amaç Herdagdelen and   
                   Marco Baroni   Bootstrapping a Game with a Purpose for
                                  Commonsense Collection . . . . . . . . . 59:1--59:??
               David Carmel and   
                 Erel Uziel and   
                    Ido Guy and   
                  Yosi Mass and   
                 Haggai Roitman   Folksonomy-Based Term Extraction for
                                  Word Cloud Generation  . . . . . . . . . 60:1--60:??
                  Guan Wang and   
                 Sihong Xie and   
                   Bing Liu and   
                   Philip S. Yu   Identify Online Store Review Spammers
                                  via Social Review Graph  . . . . . . . . 61:1--61:??
            Kristina Lerman and   
                       Tad Hogg   Using Stochastic Models to Describe and
                                  Predict Social Dynamics of Web Users . . 62:1--62:??
                 Zhijun Yin and   
             Liangliang Cao and   
                Quanquan Gu and   
                     Jiawei Han   Latent Community Topic Analysis:
                                  Integration of Community Discovery with
                                  Topic Modeling . . . . . . . . . . . . . 63:1--63:??
                   Sergej Sizov   Latent Geospatial Semantics of Social
                                  Media  . . . . . . . . . . . . . . . . . 64:1--64:??
 José Carlos Cortizo and   
          Francisco Carrero and   
       Iván Cantador and   
José Antonio Troyano and   
                    Paolo Rosso   Introduction to the Special Section on
                                  Search and Mining User-Generated Content 65:1--65:??
         Georgios Paltoglou and   
                  Mike Thelwall   Twitter, MySpace, Digg: Unsupervised
                                  Sentiment Analysis in Social Media . . . 66:1--66:??
             Anusua Trivedi and   
                 Piyush Rai and   
       Hal Daumé III and   
                Scott L. Duvall   Leveraging Social Bookmarks from
                                  Partially Tagged Corpus for Improved Web
                                  Page Clustering  . . . . . . . . . . . . 67:1--67:??
            Martin Potthast and   
                Benno Stein and   
               Fabian Loose and   
                 Steffen Becker   Information Retrieval in the
                                  Commentsphere  . . . . . . . . . . . . . 68:1--68:??
               David Carmel and   
             Haggai Roitman and   
                   Elad Yom-Tov   On the Relationship between Novelty and
                                  Popularity of User-Generated Content . . 69:1--69:??
                 Xiaonan Li and   
                Chengkai Li and   
                        Cong Yu   Entity-Relationship Queries over
                                  Wikipedia  . . . . . . . . . . . . . . . 70:1--70:??
                Haofen Wang and   
                  Linyun Fu and   
                    Wei Jin and   
                        Yong Yu   EachWiki: Facilitating Wiki Authoring by
                                  Annotation Suggestion  . . . . . . . . . 71:1--71:??
           Vasileios Lampos and   
              Nello Cristianini   Nowcasting Events from the Social Web
                                  with Statistical Learning  . . . . . . . 72:1--72:??
                Xuning Tang and   
            Christopher C. Yang   Ranking User Influence in Healthcare
                                  Social Media . . . . . . . . . . . . . . 73:1--73:??
          Markus Strohmaier and   
                Denis Helic and   
               Dominik Benz and   
      Christian Körner and   
                     Roman Kern   Evaluation of Folksonomy Induction
                                  Algorithms . . . . . . . . . . . . . . . 74:1--74:??
      Xiaoqin Shelley Zhang and   
           Bhavesh Shrestha and   
              Sungwook Yoon and   
       Subbarao Kambhampati and   
             Phillip DiBona and   
             Jinhong K. Guo and   
           Daniel McFarlane and   
          Martin O. Hofmann and   
         Kenneth Whitebread and   
       Darren Scott Appling and   
      Elizabeth T. Whitaker and   
          Ethan B. Trewhitt and   
                    Li Ding and   
         James R. Michaelis and   
      Deborah L. McGuinness and   
           James A. Hendler and   
        Janardhan Rao Doppa and   
             Charles Parker and   
       Thomas G. Dietterich and   
           Prasad Tadepalli and   
             Weng-Keen Wong and   
                Derek Green and   
              Anton Rebguns and   
               Diana Spears and   
                 Ugur Kuter and   
               Geoff Levine and   
              Gerald DeJong and   
          Reid L. MacTavish and   
Santiago Ontañón and   
   Jainarayan Radhakrishnan and   
                 Ashwin Ram and   
               Hala Mostafa and   
              Huzaifa Zafar and   
             Chongjie Zhang and   
             Daniel Corkill and   
              Victor Lesser and   
                   Zhexuan Song   An Ensemble Architecture for Learning
                                  Complex Problem-Solving Techniques from
                                  Demonstration  . . . . . . . . . . . . . 75:1--75:??
              Zhenxing Wang and   
                    Laiwan Chan   Learning Causal Relations in
                                  Multivariate Time Series Data  . . . . . 76:1--76:??
             Lukas Mandrake and   
          Umaa Rebbapragada and   
           Kiri L. Wagstaff and   
             David Thompson and   
                Steve Chien and   
                Daniel Tran and   
       Robert T. Pappalardo and   
           Damhnait Gleeson and   
         Rebecca Castaño   Surface Sulfur Detection via Remote
                                  Sensing and Onboard Classification . . . 77:1--77:??


ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 4, Number 1, January, 2013

                 Irwin King and   
                 Wolfgang Nejdl   Introduction to the special section on
                                  Twitter and microblogging services . . . 1:1--1:??
              Zhiyuan Cheng and   
             James Caverlee and   
                     Kyumin Lee   A content-driven framework for
                                  geolocating microblog users  . . . . . . 2:1--2:??
                Xiaohua Liu and   
                   Furu Wei and   
             Shaodian Zhang and   
                      Ming Zhou   Named entity recognition for tweets  . . 3:1--3:??
                   Yi Chang and   
                 Anlei Dong and   
              Pranam Kolari and   
             Ruiqiang Zhang and   
          Yoshiyuki Inagaki and   
             Fernanodo Diaz and   
               Hongyuan Zha and   
                        Yan Liu   Improving recency ranking using Twitter
                                  data . . . . . . . . . . . . . . . . . . 4:1--4:??
                     Bo Han and   
                  Paul Cook and   
                Timothy Baldwin   Lexical normalization for social media
                                  text . . . . . . . . . . . . . . . . . . 5:1--5:??
                  Keyi Shen and   
                 Jianmin Wu and   
                   Ya Zhang and   
                 Yiping Han and   
              Xiaokang Yang and   
                    Li Song and   
                        Xiao Gu   Reorder user's tweets  . . . . . . . . . 6:1--6:??
                    Ido Guy and   
                    Li Chen and   
               Michelle X. Zhou   Introduction to the special section on
                                  social recommender systems . . . . . . . 7:1--7:??
       Lara Quijano-Sanchez and   
       Juan A. Recio-Garcia and   
           Belen Diaz-Agudo and   
         Guillermo Jimenez-Diaz   Social factors in group recommender
                                  systems  . . . . . . . . . . . . . . . . 8:1--8:??
               Weishi Zhang and   
              Guiguang Ding and   
                    Li Chen and   
                Chunping Li and   
                  Chengbo Zhang   Generating virtual ratings from Chinese
                                  reviews to augment online
                                  recommendations  . . . . . . . . . . . . 9:1--9:??
         Claudio Biancalana and   
           Fabio Gasparetti and   
       Alessandro Micarelli and   
            Giuseppe Sansonetti   An approach to social recommendation for
                                  context-aware mobile services  . . . . . 10:1--10:??
              Fatih Gedikli and   
                Dietmar Jannach   Improving recommendation accuracy based
                                  on item-specific tag preferences . . . . 11:1--11:??
               Yu-Chih Chen and   
                 Yu-Shi Lin and   
               Yu-Chun Shen and   
                    Shou-De Lin   A modified random walk framework for
                                  handling negative ratings and generating
                                  explanations . . . . . . . . . . . . . . 12:1--12:??
                  Alan Said and   
           Shlomo Berkovsky and   
             Ernesto W. De Luca   Movie recommendation in context  . . . . 13:1--13:??
  Alejandro Bellogín and   
       Iván Cantador and   
       Fernando Díez and   
             Pablo Castells and   
            Enrique Chavarriaga   An empirical comparison of social,
                                  collaborative filtering, and hybrid
                                  recommenders . . . . . . . . . . . . . . 14:1--14:??
              Nathan N. Liu and   
                  Luheng He and   
                       Min Zhao   Social temporal collaborative ranking
                                  for context aware movie recommendation   15:1--15:??
                    Yue Shi and   
              Martha Larson and   
                  Alan Hanjalic   Mining contextual movie similarity with
                                  matrix factorization for context-aware
                                  recommendation . . . . . . . . . . . . . 16:1--16:??
                Isamu Okada and   
               Hitoshi Yamamoto   Mathematical description and analysis of
                                  adaptive risk choice behavior  . . . . . 17:1--17:??
                  Xuan Song and   
               Huijing Zhao and   
                 Jinshi Cui and   
               Xiaowei Shao and   
          Ryosuke Shibasaki and   
                    Hongbin Zha   An online system for multiple
                                  interacting targets tracking: Fusion of
                                  laser and vision, tracking and learning  18:1--18:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 4, Number 2, March, 2013

             Amit K. Chopra and   
          Alexander Artikis and   
             Jamal Bentahar and   
                   Frank Dignum   Introduction to the special section on
                                  agent communication  . . . . . . . . . . 19:1--19:??
             Amit K. Chopra and   
          Alexander Artikis and   
             Jamal Bentahar and   
           Marco Colombetti and   
               Frank Dignum and   
          Nicoletta Fornara and   
         Andrew J. I. Jones and   
          Munindar P. Singh and   
                    Pinar Yolum   Research directions in agent
                                  communication  . . . . . . . . . . . . . 20:1--20:??
            Scott N. Gerard and   
              Munindar P. Singh   Formalizing and verifying protocol
                                  refinements  . . . . . . . . . . . . . . 21:1--21:??
             Matteo Baldoni and   
          Cristina Baroglio and   
              Elisa Marengo and   
                  Viviana Patti   Constitutive and regulative
                                  specifications of commitment protocols:
                                  a decoupled approach . . . . . . . . . . 22:1--22:??
               Rino Falcone and   
              Munindar P. Singh   Introduction to special section on trust
                                  in multiagent systems  . . . . . . . . . 23:1--23:??
                  Jie Zhang and   
                    Robin Cohen   A framework for trust modeling in
                                  multiagent electronic marketplaces with
                                  buying advisors to consider varying
                                  seller behavior and the limiting of
                                  seller bids  . . . . . . . . . . . . . . 24:1--24:??
        Elisabetta Erriquez and   
         Wiebe van der Hoek and   
             Michael Wooldridge   Building and using social structures: a
                                  case study using the agent ART testbed   25:1--25:??
              Chris Burnett and   
          Timothy J. Norman and   
                   Katia Sycara   Stereotypical trust and bias in dynamic
                                  multiagent systems . . . . . . . . . . . 26:1--26:??
               Rino Falcone and   
             Michele Piunti and   
             Matteo Venanzi and   
        Cristiano Castelfranchi   From manifesta to krypta: The relevance
                                  of categories for trusting others  . . . 27:1--27:??
                    Qing Li and   
              Xiangfeng Luo and   
                 Liu Wenyin and   
                Cristina Conati   Introduction to the special section on
                                  intelligent tutoring and coaching
                                  systems  . . . . . . . . . . . . . . . . 28:1--28:??
 Jeremiah T. Folsom-Kovarik and   
            Gita Sukthankar and   
                     Sae Schatz   Tractable POMDP representations for
                                  intelligent tutoring systems . . . . . . 29:1--29:??
                Neil Y. Yen and   
            Timothy K. Shih and   
                        Qun Jin   LONET: an interactive search network for
                                  intelligent lecture path generation  . . 30:1--30:??
                   Yo Ehara and   
           Nobuyuki Shimizu and   
           Takashi Ninomiya and   
               Hiroshi Nakagawa   Personalized reading support for
                                  second-language Web documents  . . . . . 31:1--31:??
               Fei-Yue Wang and   
                   Pak Kin Wong   Research commentary: Intelligent systems
                                  and technology for integrative and
                                  predictive medicine: an ACP approach . . 32:1--32:??
                 Hedi Tabia and   
             Mohamed Daoudi and   
   Jean-Philippe Vandeborre and   
                  Olivier Colot   A parts-based approach for automatic
                                  $3$D shape categorization using belief
                                  functions  . . . . . . . . . . . . . . . 33:1--33:??
            Zhengxiang Wang and   
                   Yiqun Hu and   
                Liang-Tien Chia   Learning image-to-class distance metric
                                  for image classification . . . . . . . . 34:1--34:??
                  Xuan Song and   
               Xiaowei Shao and   
              Quanshi Zhang and   
          Ryosuke Shibasaki and   
               Huijing Zhao and   
                 Jinshi Cui and   
                    Hongbin Zha   A fully online and unsupervised system
                                  for large and high-density area
                                  surveillance: Tracking, semantic scene
                                  learning and abnormality detection . . . 35:1--35:??
                  Vien Tran and   
                Khoi Nguyen and   
               Tran Cao Son and   
                Enrico Pontelli   A conformant planner based on
                                  approximation: CpA(H)  . . . . . . . . . 36:1--36:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 4, Number 3, June, 2013

               Haifeng Wang and   
                 Bill Dolan and   
              Idan Szpektor and   
                     Shiqi Zhao   Introduction to special section on
                                  paraphrasing . . . . . . . . . . . . . . 37:1--37:??
              Philip Resnik and   
               Olivia Buzek and   
              Yakov Kronrod and   
                   Chang Hu and   
         Alexander J. Quinn and   
           Benjamin B. Bederson   Using targeted paraphrasing and
                                  monolingual crowdsourcing to improve
                                  translation  . . . . . . . . . . . . . . 38:1--38:??
                   Yuval Marton   Distributional phrasal paraphrase
                                  generation for statistical machine
                                  translation  . . . . . . . . . . . . . . 39:1--39:??
              Nitin Madnani and   
                 Bonnie J. Dorr   Generating targeted paraphrases for
                                  improved translation . . . . . . . . . . 40:1--40:??
                Trevor Cohn and   
                 Mirella Lapata   An abstractive approach to sentence
                                  compression  . . . . . . . . . . . . . . 41:1--41:??
                Taesun Moon and   
                     Katrin Erk   An inference-based model of word meaning
                                  in context as a paraphrase distribution  42:1--42:??
             Steven Burrows and   
            Martin Potthast and   
                    Benno Stein   Paraphrase acquisition via crowdsourcing
                                  and machine learning . . . . . . . . . . 43:1--43:??
              Houda Bouamor and   
       Auréelien Max and   
                    Anne Vilnat   Multitechnique paraphrase alignment: a
                                  contribution to pinpointing
                                  sub-sentential paraphrases . . . . . . . 44:1--44:??
                  Zhiwen Yu and   
               Daqing Zhang and   
               Nathan Eagle and   
                     Diane Cook   Introduction to the special section on
                                  intelligent systems for socially aware
                                  computing  . . . . . . . . . . . . . . . 45:1--45:??
            Daniel Schuster and   
               Alberto Rosi and   
                Marco Mamei and   
            Thomas Springer and   
              Markus Endler and   
              Franco Zambonelli   Pervasive social context: Taxonomy and
                                  survey . . . . . . . . . . . . . . . . . 46:1--46:??
                    Yue Shi and   
            Pavel Serdyukov and   
              Alan Hanjalic and   
                  Martha Larson   Nontrivial landmark recommendation using
                                  geotagged photos . . . . . . . . . . . . 47:1--47:??
               Ling-Yin Wei and   
              Wen-Chih Peng and   
                 Wang-Chien Lee   Exploring pattern-aware travel routes
                                  for trajectory search  . . . . . . . . . 48:1--48:??
                Zhixian Yan and   
       Dipanjan Chakraborty and   
           Christine Parent and   
       Stefano Spaccapietra and   
                    Karl Aberer   Semantic trajectories: Mobility data
                                  computation and annotation . . . . . . . 49:1--49:??
                 Alvin Chin and   
                     Bin Xu and   
                   Hao Wang and   
                 Lele Chang and   
                   Hao Wang and   
                      Lijun Zhu   Connecting people through physical
                                  proximity and physical resources at a
                                  conference . . . . . . . . . . . . . . . 50:1--50:??
         Shanchieh Jay Yang and   
                   Dana Nau and   
                   John Salerno   Introduction to the special section on
                                  social computing, behavioral-cultural
                                  modeling, and prediction . . . . . . . . 51:1--51:??
        Benjamin W. K. Hung and   
          Stephan E. Kolitz and   
                Asuman Ozdaglar   Optimization-based influencing of
                                  village social networks in a
                                  counterinsurgency  . . . . . . . . . . . 52:1--52:??
                 Herbert Gintis   Markov models of social dynamics: Theory
                                  and applications . . . . . . . . . . . . 53:1--53:??
            Natalie Fridman and   
                 Gal A. Kaminka   Using qualitative reasoning for social
                                  simulation of crowds . . . . . . . . . . 54:1--54:??
               Kazumi Saito and   
            Masahiro Kimura and   
               Kouzou Ohara and   
                 Hiroshi Motoda   Detecting changes in information
                                  diffusion patterns over social networks  55:1--55:??
              Achla Marathe and   
             Zhengzheng Pan and   
                Andrea Apolloni   Analysis of friendship network and its
                                  role in explaining obesity . . . . . . . 56:1--56:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 4, Number 4, September, 2013

                Daxin Jiang and   
                   Jian Pei and   
                        Hang Li   Mining search and browse logs for Web
                                  search: a survey . . . . . . . . . . . . 57:1--57:??
                      Xi Li and   
                 Weiming Hu and   
               Chunhua Shen and   
             Zhongfei Zhang and   
               Anthony Dick and   
           Anton Van Den Hengel   A survey of appearance models in visual
                                  object tracking  . . . . . . . . . . . . 58:1--58:??
              Federica Cena and   
           Antonina Dattolo and   
              Pasquale Lops and   
               Julita Vassileva   Perspectives in Semantic Adaptive Social
                                  Web  . . . . . . . . . . . . . . . . . . 59:1--59:??
         Claudio Biancalana and   
           Fabio Gasparetti and   
       Alessandro Micarelli and   
            Giuseppe Sansonetti   Social semantic query expansion  . . . . 60:1--60:??
                  Chao Chen and   
                 Qiusha Zhu and   
                    Lin Lin and   
                  Mei-Ling Shyu   Web media semantic concept retrieval via
                                  tag removal and model fusion . . . . . . 61:1--61:??
           Chandan K. Reddy and   
             Cristopher C. Yang   Introduction to the special section on
                                  intelligent systems for health
                                  informatics  . . . . . . . . . . . . . . 62:1--62:??
                 Iyad Batal and   
          Hamed Valizadegan and   
          Gregory F. Cooper and   
               Milos Hauskrecht   A temporal pattern mining approach for
                                  classifying electronic health record
                                  data . . . . . . . . . . . . . . . . . . 63:1--63:??
             Parisa Rashidi and   
                  Diane J. Cook   COM: a method for mining and monitoring
                                  human activity patterns in home-based
                                  health monitoring systems  . . . . . . . 64:1--64:??
                Hannes Wolf and   
             Klaus Herrmann and   
                 Kurt Rothermel   Dealing with uncertainty: Robust
                                  workflow navigation in the healthcare
                                  domain . . . . . . . . . . . . . . . . . 65:1--65:??
                 Yubin Park and   
                  Joydeep Ghosh   CUDIA: Probabilistic cross-level
                                  imputation using individual auxiliary
                                  information  . . . . . . . . . . . . . . 66:1--66:??
              T. Ryan Hoens and   
             Marina Blanton and   
               Aaron Steele and   
               Nitesh V. Chawla   Reliable medical recommendation systems
                                  with patient privacy . . . . . . . . . . 67:1--67:??
                  Atif Khan and   
           John A. Doucette and   
                    Robin Cohen   Validation of an ontological medical
                                  decision support system for patient
                                  treatment using a repository of patient
                                  data: Insights into the value of machine
                                  learning . . . . . . . . . . . . . . . . 68:1--68:??
                Suk Jin Lee and   
               Yuichi Motai and   
            Elisabeth Weiss and   
                  Shumei S. Sun   Customized prediction of respiratory
                                  motion with clustering from multiple
                                  patient interaction  . . . . . . . . . . 69:1--69:??
              Elena Baralis and   
          Tania Cerquitelli and   
            Silvia Chiusano and   
            Vincenzo D'Elia and   
          Riccardo Molinari and   
                   Davide Susta   Early prediction of the highest workload
                                  in incremental cardiopulmonary tests . . 70:1--70:??
                Yugyung Lee and   
     Saranya Krishnamoorthy and   
       Deendayal Dinakarpandian   A semantic framework for intelligent
                                  matchmaking for clinical trial
                                  eligibility criteria . . . . . . . . . . 71:1--71:??
                   Jinbo Bi and   
               Jiangwen Sun and   
                      Yu Wu and   
              Howard Tennen and   
                 Stephen Armeli   A machine learning approach to college
                                  drinking prediction and risk factor
                                  identification . . . . . . . . . . . . . 72:1--72:??
     Kalyan Pathapati Subbu and   
             Brandon Gozick and   
                      Ram Dantu   LocateMe: Magnetic-fields-based indoor
                                  localization using smartphones . . . . . 73:1--73:??
                   Bin Chen and   
                    Jian Su and   
                   Chew Lim Tan   Random walks down the mention graphs for
                                  event coreference resolution . . . . . . 74:1--74:??


ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 5, Number 1, December, 2013

                        Editors   Introduction to special section on
                                  intelligent mobile knowledge discovery
                                  and management systems . . . . . . . . . 1:1--1:??
        Josh Jia-Ching Ying and   
             Wang-Chien Lee and   
               Vincent S. Tseng   Mining geographic-temporal-semantic
                                  patterns in trajectories for location
                                  prediction . . . . . . . . . . . . . . . 2:1--2:??
                 Lu-An Tang and   
                   Yu Zheng and   
                  Jing Yuan and   
                 Jiawei Han and   
                Alice Leung and   
              Wen-Chih Peng and   
                Thomas La Porta   A framework of traveling companion
                                  discovery on trajectory data streams . . 3:1--3:??
             Myungcheol Doo and   
                       Ling Liu   Mondrian tree: a fast index for spatial
                                  alarm processing . . . . . . . . . . . . 4:1--4:??
           Francesco Bonchi and   
               Wray Buntine and   
      Ricard Gavaldá and   
                    Shengbo Guo   Introduction to the special issue on
                                  Social Web mining  . . . . . . . . . . . 5:1--5:??
                   Yulan He and   
               Chenghua Lin and   
                    Wei Gao and   
                   Kam-Fai Wong   Dynamic joint sentiment-topic model  . . 6:1--6:??
              Mario Cataldi and   
              Luigi Di Caro and   
            Claudio Schifanella   Personalized emerging topic detection
                                  based on a term aging model  . . . . . . 7:1--7:??
                Marta Arias and   
           Argimiro Arratia and   
                Ramon Xuriguera   Forecasting with Twitter data  . . . . . 8:1--8:??
                 Kyumin Lee and   
             James Caverlee and   
              Zhiyuan Cheng and   
                  Daniel Z. Sui   Campaign extraction from social media    9:1--9:??
               Michael Fire and   
     Lena Tenenboim-Chekina and   
                 Rami Puzis and   
               Ofrit Lesser and   
                Lior Rokach and   
                  Yuval Elovici   Computationally efficient link
                                  prediction in a variety of social
                                  networks . . . . . . . . . . . . . . . . 10:1--10:??
            Juan David Cruz and   
     Cécile Bothorel and   
         François Poulet   Community detection and visualization in
                                  social networks: Integrating structural
                                  and semantic information . . . . . . . . 11:1--11:??
              Luca Cagliero and   
           Alessandro Fiori and   
                 Luigi Grimaudo   Personalized tag recommendation based on
                                  generalized rules  . . . . . . . . . . . 12:1--12:??
                Mehdi Elahi and   
            Francesco Ricci and   
                    Neil Rubens   Active learning strategies for rating
                                  elicitation in collaborative filtering:
                                  a system-wide perspective  . . . . . . . 13:1--13:??
            Pasquale de Meo and   
             Emilio Ferrara and   
                Fabian Abel and   
                 Lora Aroyo and   
               Geert-Jan Houben   Analyzing user behavior across social
                                  sharing environments . . . . . . . . . . 14:1--14:??
                Ziqiang Shi and   
                 Jiqing Han and   
                   Tieran Zheng   Audio classification with low-rank
                                  matrix representation features . . . . . 15:1--15:??
              Nardine Osman and   
              Carles Sierra and   
              Fiona Mcneill and   
                  Juan Pane and   
                  John Debenham   Trust and matching algorithms for
                                  selecting suitable agents  . . . . . . . 16:1--16:??
              Marco Montali and   
          Fabrizio M. Maggi and   
           Federico Chesani and   
                Paola Mello and   
        Wil M. P. van der Aalst   Monitoring business constraints with the
                                  event calculus . . . . . . . . . . . . . 17:1--17:??
                   Qiang Lu and   
               Ruoyun Huang and   
                 Yixin Chen and   
                     You Xu and   
             Weixiong Zhang and   
                  Guoliang Chen   A SAT-based approach to cost-sensitive
                                  temporally expressive planning . . . . . 18:1--18:??
              Jyh-Ren Shieh and   
             Ching-Yung Lin and   
             Shun-Xuan Wang and   
                     Ja-Ling Wu   Relational term-suggestion graphs
                                  incorporating multipartite concept and
                                  expertise networks . . . . . . . . . . . 19:1--19:??
               Tianshi Chen and   
                 Yunji Chen and   
                     Qi Guo and   
               Zhi-Hua Zhou and   
                    Ling Li and   
                      Zhiwei Xu   Effective and efficient microprocessor
                                  design space exploration using unlabeled
                                  design configurations  . . . . . . . . . 20:1--20:??
              Munindar P. Singh   Norms as a basis for governing
                                  sociotechnical systems . . . . . . . . . 21:1--21:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 5, Number 2, April, 2014

                      Qi He and   
                  Juanzi Li and   
                   Rong Yan and   
                   John Yen and   
                 Haizheng Zhang   Introduction to the Special Issue on
                                  Linking Social Granularity and Functions 22:1--22:??
               Jinpeng Wang and   
             Wayne Xin Zhao and   
                   Yulan He and   
                    Xiaoming Li   Infer User Interests via Link Structure
                                  Regularization . . . . . . . . . . . . . 23:1--23:??
                Amin Javari and   
                   Mahdi Jalili   Cluster-Based Collaborative Filtering
                                  for Sign Prediction in Social Networks
                                  with Positive and Negative Links . . . . 24:1--24:??
              Yi-Cheng Chen and   
               Wen-Yuan Zhu and   
              Wen-Chih Peng and   
             Wang-Chien Lee and   
                    Suh-Yin Lee   CIM: Community-Based Influence
                                  Maximization in Social Networks  . . . . 25:1--25:??
                Jaewon Yang and   
                  Jure Leskovec   Structure and Overlaps of Ground-Truth
                                  Communities in Networks  . . . . . . . . 26:1--26:??
        Neil Zhenqiang Gong and   
            Ameet Talwalkar and   
              Lester Mackey and   
                 Ling Huang and   
      Eui Chul Richard Shin and   
              Emil Stefanov and   
       Elaine (Runting) Shi and   
                      Dawn Song   Joint Link Prediction and Attribute
                                  Inference Using a Social-Attribute
                                  Network  . . . . . . . . . . . . . . . . 27:1--27:??
                 Simon Pool and   
           Francesco Bonchi and   
           Matthijs van Leeuwen   Description-Driven Community Detection   28:1--28:??
                     Nan Li and   
            William Cushing and   
       Subbarao Kambhampati and   
                  Sungwook Yoon   Learning Probabilistic Hierarchical Task
                                  Networks as Probabilistic Context-Free
                                  Grammars to Capture User Preferences . . 29:1--29:??
            Shulamit Reches and   
                Meir Kalech and   
                 Philip Hendrix   A Framework for Effectively Choosing
                                  between Alternative Candidate Partners   30:1--30:??
              Derrall Heath and   
               David Norton and   
                    Dan Ventura   Conveying Semantics through Visual
                                  Metaphor . . . . . . . . . . . . . . . . 31:1--31:??
                  Defu Lian and   
                       Xing Xie   Mining Check-In History for Personalized
                                  Location Naming  . . . . . . . . . . . . 32:1--32:??
                 Jiang Bian and   
                    Bo Long and   
                  Lihong Li and   
                Taesup Moon and   
                 Anlei Dong and   
                       Yi Chang   Exploiting User Preference for Online
                                  Learning in Web Content Optimization
                                  Systems  . . . . . . . . . . . . . . . . 33:1--33:??
        M. Shahriar Hossain and   
              Manish Marwah and   
                  Amip Shah and   
            Layne T. Watson and   
             Naren Ramakrishnan   AutoLCA: a Framework for Sustainable
                                  Redesign and Assessment of Products  . . 34:1--34:??
                  Chuan Shi and   
              Xiangnan Kong and   
                      Di Fu and   
               Philip S. Yu and   
                         Bin Wu   Multi-Label Classification Based on
                                  Multi-Objective Optimization . . . . . . 35:1--35:??
                Xuning Tang and   
            Christopher C. Yang   Detecting Social Media Hidden
                                  Communities Using Dynamic Stochastic
                                  Blockmodel with Temporal Dirichlet
                                  Process  . . . . . . . . . . . . . . . . 36:1--36:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 5, Number 3, September, 2014

                   Yu Zheng and   
                Licia Capra and   
               Ouri Wolfson and   
                       Hai Yang   Introduction to the Special Section on
                                  Urban Computing  . . . . . . . . . . . . 37:1--37:??
                   Yu Zheng and   
                Licia Capra and   
               Ouri Wolfson and   
                       Hai Yang   Urban Computing: Concepts,
                                  Methodologies, and Applications  . . . . 38:1--38:??
         Côme Etienne and   
               Oukhellou Latifa   Model-Based Count Series Clustering for
                                  Bike Sharing System Usage Mining: a Case
                                  Study with the Vélib' System of Paris . . 39:1--39:??
        Josh Jia-Ching Ying and   
               Wen-Ning Kuo and   
           Vincent S. Tseng and   
             Eric Hsueh-Chan Lu   Mining User Check-In Behavior with a
                                  Random Walk for Urban Point-of-Interest
                                  Recommendations  . . . . . . . . . . . . 40:1--40:??
              Gavin Mcardle and   
               Eoghan Furey and   
             Aonghus Lawlor and   
             Alexei Pozdnoukhov   Using Digital Footprints for a
                                  City-Scale Traffic Simulation  . . . . . 41:1--41:??
          Marjan Momtazpour and   
             Patrick Butler and   
         Naren Ramakrishnan and   
        M. Shahriar Hossain and   
      Mohammad C. Bozchalui and   
                 Ratnesh Sharma   Charging and Storage Infrastructure
                                  Design for Electric Vehicles . . . . . . 42:1--42:??
                  Chang Tan and   
                     Qi Liu and   
                Enhong Chen and   
                  Hui Xiong and   
                       Xiang Wu   Object-Oriented Travel Package
                                  Recommendation . . . . . . . . . . . . . 43:1--43:??
               Sashi Gurung and   
                    Dan Lin and   
                  Wei Jiang and   
                 Ali Hurson and   
                      Rui Zhang   Traffic Information Publication with
                                  Privacy Preservation . . . . . . . . . . 44:1--44:??
            Hsun-Ping Hsieh and   
                Cheng-Te Li and   
                    Shou-De Lin   Measuring and Recommending
                                  Time-Sensitive Routes from
                                  Location-Based Data  . . . . . . . . . . 45:1--45:??
             Kenneth Joseph and   
         Kathleen M. Carley and   
                  Jason I. Hong   Check-ins in ``Blau Space'': Applying
                                  Blau's Macrosociological Theory to
                                  Foursquare Check-ins from New York City  46:1--46:??
               Jalal Mahmud and   
            Jeffrey Nichols and   
                  Clemens Drews   Home Location Identification of Twitter
                                  Users  . . . . . . . . . . . . . . . . . 47:1--47:??
        Alena Neviarouskaya and   
                Masaki Aono and   
          Helmut Prendinger and   
               Mitsuru Ishizuka   Intelligent Interface for Textual
                                  Attitude Analysis  . . . . . . . . . . . 48:1--48:??
               Yicheng Song and   
             Yongdong Zhang and   
                   Juan Cao and   
                Jinhui Tang and   
                 Xingyu Gao and   
                      Jintao Li   A Unified Geolocation Framework for Web
                                  Videos . . . . . . . . . . . . . . . . . 49:1--49:??
              Yi-Liang Zhao and   
                Liqiang Nie and   
               Xiangyu Wang and   
                  Tat-Seng Chua   Personalized Recommendations of Locally
                                  Interesting Venues to Tourists via
                                  Cross-Region Community Matching  . . . . 50:1--50:??
            Shuaiqiang Wang and   
                Jiankai Sun and   
               Byron J. Gao and   
                         Jun Ma   VSRank: a Novel Framework for
                                  Ranking-Based Collaborative Filtering    51:1--51:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 5, Number 4, January, 2015

             Pablo Castells and   
                   Jun Wang and   
          Rubén Lara and   
                     Dell Zhang   Introduction to the Special Issue on
                                  Diversity and Discovery in Recommender
                                  Systems  . . . . . . . . . . . . . . . . 52:1--52:??
        Marco Tulio Ribeiro and   
              Nivio Ziviani and   
      Edleno Silva De Moura and   
                Itamar Hata and   
             Anisio Lacerda and   
                 Adriano Veloso   Multiobjective Pareto-Efficient
                                  Approaches for Recommender Systems . . . 53:1--53:??
     Panagiotis Adamopoulos and   
             Alexander Tuzhilin   On Unexpectedness in Recommender
                                  Systems: Or How to Better Expect the
                                  Unexpected . . . . . . . . . . . . . . . 54:1--54:??
Onur Küçüktunç and   
                 Erik Saule and   
                 Kamer Kaya and   
Ümit V. Çatalyürek   Diversifying Citation Recommendations    55:1--55:??
                Amin Javari and   
                   Mahdi Jalili   Accurate and Novel Recommendations: an
                                  Algorithm Based on Popularity
                                  Forecasting  . . . . . . . . . . . . . . 56:1--56:??
                   Dou Shen and   
                 Deepak Agarwal   Introduction to the Special Issue on
                                  Online Advertising . . . . . . . . . . . 57:1--57:??
                Hengshu Zhu and   
                Enhong Chen and   
                  Hui Xiong and   
                  Kuifei Yu and   
               Huanhuan Cao and   
                     Jilei Tian   Mining Mobile User Preferences for
                                  Personalized Context-Aware
                                  Recommendation . . . . . . . . . . . . . 58:1--58:??
                Azin Ashkan and   
           Charles L. A. Clarke   Location- and Query-Aware Modeling of
                                  Browsing and Click Behavior in Sponsored
                                  Search . . . . . . . . . . . . . . . . . 59:1--59:??
                    Tao Qin and   
                   Wei Chen and   
                    Tie-Yan Liu   Sponsored Search Auctions: Recent
                                  Advances and Future Directions . . . . . 60:1--60:??
           Olivier Chapelle and   
             Eren Manavoglu and   
                  Romer Rosales   Simple and Scalable Response Prediction
                                  for Display Advertising  . . . . . . . . 61:1--61:??
          Raju Balakrishnan and   
                 Rushi P. Bhatt   Real-Time Bid Optimization for
                                  Group-Buying Ads . . . . . . . . . . . . 62:1--62:??
              Qingzhong Liu and   
                  Zhongxue Chen   Improved Approaches with Calibrated
                                  Neighboring Joint Density to
                                  Steganalysis and Seam-Carved Forgery
                                  Detection in JPEG Images . . . . . . . . 63:1--63:??
                Amos Azaria and   
          Zinovi Rabinovich and   
         Claudia V. Goldman and   
                    Sarit Kraus   Strategic Information Disclosure to
                                  People with Multiple Alternatives  . . . 64:1--64:??
                     Si Liu and   
                 Qiang Chen and   
              Shuicheng Yan and   
              Changsheng Xu and   
                     Hanqing Lu   Snap & Play: Auto-Generated Personalized
                                  Find-the-Difference Game . . . . . . . . 65:1--65:??
            Shulamit Reches and   
                    Meir Kalech   Choosing a Candidate Using Efficient
                                  Allocation of Biased Information . . . . 66:1--66:??
             Jinfeng Zhuang and   
                    Tao Mei and   
           Steven C. H. Hoi and   
             Xian-Sheng Hua and   
                 Yongdong Zhang   Community Discovery from Social Media by
                                  Low-Rank Matrix Recovery . . . . . . . . 67:1--67:??
                Yiyang Yang and   
                Zhiguo Gong and   
                   Leong Hou U.   Identifying Points of Interest Using
                                  Heterogeneous Features . . . . . . . . . 68:1--68:??


ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 6, Number 1, March, 2015

                Rongrong Ji and   
                    Yue Gao and   
                    Wei Liu and   
                   Xing Xie and   
                    Qi Tian and   
                     Xuelong Li   When Location Meets Social Multimedia: a
                                  Survey on Vision-Based Recognition and
                                  Mining for Geo-Social Multimedia
                                  Analytics  . . . . . . . . . . . . . . . 1:1--1:??
             Wei-Sheng Chin and   
                Yong Zhuang and   
               Yu-Chin Juan and   
                   Chih-Jen Lin   A Fast Parallel Stochastic Gradient
                                  Method for Matrix Factorization in
                                  Shared Memory Systems  . . . . . . . . . 2:1--2:??
               Kyle D. Feuz and   
                  Diane J. Cook   Transfer Learning across Feature-Rich
                                  Heterogeneous Feature Spaces via
                                  Feature-Space Remapping (FSR)  . . . . . 3:1--3:??
                   Dhaval Patel   On Discovery of Spatiotemporal
                                  Influence-Based Moving Clusters  . . . . 4:1--4:??
           Hoda Sepehri-Rad and   
               Denilson Barbosa   Identifying Controversial Wikipedia
                                  Articles Using Editor Collaboration
                                  Networks . . . . . . . . . . . . . . . . 5:1--5:??
             Sahar Changuel and   
           Nicolas Labroche and   
     Bernadette Bouchon-Meunier   Resources Sequencing Using Automatic
                                  Prerequisite--Outcome Annotation . . . . 6:1--6:??
           Siddhartha Ghosh and   
                Steve Reece and   
                Alex Rogers and   
            Stephen Roberts and   
             Areej Malibari and   
           Nicholas R. Jennings   Modeling the Thermal Dynamics of
                                  Buildings: a Latent-Force- Model-Based
                                  Approach . . . . . . . . . . . . . . . . 7:1--7:??
                 Zhao Zhang and   
              Cheng-Lin Liu and   
                   Ming-Bo Zhao   A Sparse Projection and Low-Rank
                                  Recovery Framework for Handwriting
                                  Representation and Salient Stroke
                                  Feature Extraction . . . . . . . . . . . 9:1--9:??
              Gem Stapleton and   
              Beryl Plimmer and   
              Aidan Delaney and   
                  Peter Rodgers   Combining Sketching and Traditional
                                  Diagram Editing Tools  . . . . . . . . . 10:1--10:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 6, Number 2, April, 2015

               Richang Hong and   
              Shuicheng Yan and   
                 Zhengyou Zhang   Visual Understanding with RGB-D Sensors:
                                  an Introduction to the Special Issue . . 11:1--11:??
               Chongyu Chen and   
                Jianfei Cai and   
              Jianmin Zheng and   
               Tat Jen Cham and   
                  Guangming Shi   Kinect Depth Recovery Using a
                                  Color-Guided, Region-Adaptive, and
                                  Depth-Selective Framework  . . . . . . . 12:1--12:??
             Nadia Figueroa and   
                Haiwei Dong and   
         Abdulmotaleb El Saddik   A Combined Approach Toward Consistent
                                  Reconstructions of Indoor Spaces Based
                                  on $6$D RGB-D Odometry and KinectFusion  14:1--14:??
              Zheng-Jun Zha and   
                  Yang Yang and   
                Jinhui Tang and   
                  Meng Wang and   
                  Tat-Seng Chua   Robust Multiview Feature Learning for
                                  RGB-D Image Understanding  . . . . . . . 15:1--15:??
              Quanshi Zhang and   
                  Xuan Song and   
               Xiaowei Shao and   
               Huijing Zhao and   
              Ryosuke Shibasaki   From RGB-D Images to RGB Images: Single
                                  Labeling for Mining Visual Models  . . . 16:1--16:??
                Meiyu Huang and   
               Yiqiang Chen and   
                     Wen Ji and   
                   Chunyan Miao   Accurate and Robust Moving-Object
                                  Segmentation for Telepresence Systems    17:1--17:??
                     Yu Zhu and   
                Wenbin Chen and   
                    Guodong Guo   Fusing Multiple Features for Depth-Based
                                  Action Recognition . . . . . . . . . . . 18:1--18:??
             Scott Spurlock and   
               Richard Souvenir   An Evaluation of Gamesourced Data for
                                  Human Pose Estimation  . . . . . . . . . 19:1--19:??
                   Chao Sun and   
              Tianzhu Zhang and   
                  Changsheng Xu   Latent Support Vector Machine Modeling
                                  for Sign Language Recognition with
                                  Kinect . . . . . . . . . . . . . . . . . 20:1--20:??
                    Ao Tang and   
                      Ke Lu and   
                 Yufei Wang and   
                  Jie Huang and   
                    Houqiang Li   A Real-Time Hand Posture Recognition
                                  System Using Deep Neural Networks  . . . 21:1--21:??
                Liyan Zhang and   
                    Fan Liu and   
                    Jinhui Tang   Real-Time System for Driver Fatigue
                                  Detection by RGB-D Camera  . . . . . . . 22:1--22:??
               Matthew Kyan and   
                  Guoyu Sun and   
                  Haiyan Li and   
                 Ling Zhong and   
        Paisarn Muneesawang and   
                   Nan Dong and   
                Bruce Elder and   
                      Ling Guan   An Approach to Ballet Dance Training
                                  through MS Kinect and Visualization in a
                                  CAVE Virtual Reality Environment . . . . 23:1--23:??
               Miaojing Shi and   
                Xinghai Sun and   
                Dacheng Tao and   
                    Chao Xu and   
               George Baciu and   
                       Hong Liu   Exploring Spatial Correlation for Visual
                                  Object Retrieval . . . . . . . . . . . . 24:1--24:??
           Jonathan Doherty and   
               Kevin Curran and   
                  Paul McKevitt   Pattern Matching Techniques for
                                  Replacing Missing Sections of Audio
                                  Streamed across Wireless Networks  . . . 25:1--25:??
                   Zhen Hai and   
                Kuiyu Chang and   
                   Gao Cong and   
            Christopher C. Yang   An Association-Based Unified Framework
                                  for Mining Features and Opinion Words    26:1--26:??
             Shanshan Huang and   
                     Jun Ma and   
               Peizhe Cheng and   
                Shuaiqiang Wang   A Hybrid Multigroup CoClustering
                                  Recommendation Framework Based on
                                  Information Fusion . . . . . . . . . . . 27:1--27:??
               Michael Fire and   
                  Yuval Elovici   Data Mining of Online Genealogy Datasets
                                  for Revealing Lifespan Patterns in Human
                                  Population . . . . . . . . . . . . . . . 28:1--28:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 6, Number 3, May, 2015

                       Yu Zheng   Trajectory Data Mining: an Overview  . . 29:1--29:??
          Mohamed Bouguessa and   
             Lotfi Ben Romdhane   Identifying Authorities in Online
                                  Communities  . . . . . . . . . . . . . . 30:1--30:??
                 Kyumin Lee and   
               Jalal Mahmud and   
                 Jilin Chen and   
              Michelle Zhou and   
                Jeffrey Nichols   Who Will Retweet This? Detecting
                                  Strangers from Twitter to Retweet
                                  Information  . . . . . . . . . . . . . . 31:1--31:??
            Ron Hirschprung and   
                  Eran Toch and   
                    Oded Maimon   Simplifying Data Disclosure
                                  Configurations in a Cloud Computing
                                  Environment  . . . . . . . . . . . . . . 32:1--32:??
            Asmaa Elbadrawy and   
                 George Karypis   User-Specific Feature-Based Similarity
                                  Models for Top-$n$ Recommendation of New
                                  Items  . . . . . . . . . . . . . . . . . 33:1--33:??
              Mingjin Zhang and   
                 Huibo Wang and   
                     Yun Lu and   
                     Tao Li and   
               Yudong Guang and   
                  Chang Liu and   
                Erik Edrosa and   
                 Hongtai Li and   
                 Naphtali Rishe   TerraFly GeoCloud: an Online Spatial
                                  Data Analysis and Visualization System   34:1--34:??
              Yi-Cheng Chen and   
              Wen-Chih Peng and   
            Jiun-Long Huang and   
                 Wang-Chien Lee   Significant Correlation Pattern Mining
                                  in Smart Homes . . . . . . . . . . . . . 35:1--35:??
                    Bin Guo and   
                 Alvin Chin and   
                  Zhiwen Yu and   
                Runhe Huang and   
                   Daqing Zhang   An Introduction to the Special Issue on
                                  Participatory Sensing and Crowd
                                  Intelligence . . . . . . . . . . . . . . 36:1--36:??
              Fuzheng Zhang and   
         Nicholas Jing Yuan and   
               David Wilkie and   
                   Yu Zheng and   
                       Xing Xie   Sensing the Pulse of Urban Refueling
                                  Behavior: a Perspective from Taxi
                                  Mobility . . . . . . . . . . . . . . . . 37:1--37:??
          H. Tangmunarunkit and   
                C. K. Hsieh and   
               B. Longstaff and   
                   S. Nolen and   
                 J. Jenkins and   
                 C. Ketcham and   
                  J. Selsky and   
             F. Alquaddoomi and   
                  D. George and   
                    J. Kang and   
               Z. Khalapyan and   
                    J. Ooms and   
              N. Ramanathan and   
                      D. Estrin   Ohmage: a General and Extensible
                                  End-to-End Participatory Sensing
                                  Platform . . . . . . . . . . . . . . . . 38:1--38:??
                Haoyi Xiong and   
               Daqing Zhang and   
                  Leye Wang and   
             J. Paul Gibson and   
                        Jie Zhu   EEMC: Enabling Energy-Efficient Mobile
                                  Crowdsensing with Anonymous Participants 39:1--39:??
            Wangsheng Zhang and   
                  Guande Qi and   
                   Gang Pan and   
                     Hua Lu and   
                 Shijian Li and   
                     Zhaohui Wu   City-Scale Social Event Detection and
                                  Evaluation with Taxi Traces  . . . . . . 40:1--40:??
                 Jitao Sang and   
                    Tao Mei and   
                  Changsheng Xu   Activity Sensor: Check-In Usage Mining
                                  for Local Recommendation . . . . . . . . 41:1--41:??
                   Bo Zhang and   
                 Zheng Song and   
             Chi Harold Liu and   
                    Jian Ma and   
                   Wendong Wang   An Event-Driven QoI-Aware Participatory
                                  Sensing Framework with Energy and Budget
                                  Constraints  . . . . . . . . . . . . . . 42:1--42:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 6, Number 4, August, 2015

          Pramod Anantharam and   
             Payam Barnaghi and   
 Krishnaprasad Thirunarayan and   
                     Amit Sheth   Extracting City Traffic Events from
                                  Social Streams . . . . . . . . . . . . . 43:1--43:??
              Anshul Sawant and   
          John P. Dickerson and   
     Mohammad T. Hajiaghayi and   
             V. S. Subrahmanian   Automated Generation of Counterterrorism
                                  Policies Using Multiexpert Input . . . . 44:1--44:??
                  Aijun Bai and   
                    Feng Wu and   
                  Xiaoping Chen   Online Planning for Large Markov
                                  Decision Processes with Hierarchical
                                  Decomposition  . . . . . . . . . . . . . 45:1--45:??
                 Yanfang Ye and   
                     Tao Li and   
                    Haiyin Shen   Soter: Smart Bracelets for Children's
                                  Safety . . . . . . . . . . . . . . . . . 46:1--46:??
                    Yi Wang and   
                Xuemin Zhao and   
               Zhenlong Sun and   
                    Hao Yan and   
                Lifeng Wang and   
                 Zhihui Jin and   
                Liubin Wang and   
                   Yang Gao and   
                  Ching Law and   
                       Jia Zeng   Peacock: Learning Long-Tail Topic
                                  Features for Industrial Applications . . 47:1--47:??
           Janyl Jumadinova and   
            Prithviraj Dasgupta   Automated Pricing in a Multiagent
                                  Prediction Market Using a Partially
                                  Observable Stochastic Game . . . . . . . 48:1--48:??
                     Hao Fu and   
                Aston Zhang and   
                       Xing Xie   Effective Social Graph Deanonymization
                                  Based on Graph Structure and Descriptive
                                  Information  . . . . . . . . . . . . . . 49:1--49:??
                Bo-Hao Chen and   
            Shih-Chia Huang and   
                    Jian Hui Ye   Hazy Image Restoration by Bi-Histogram
                                  Modification . . . . . . . . . . . . . . 50:1--50:??
                Carlo Combi and   
                     Jiming Liu   Introduction to the ACM TIST Special
                                  Issue on Intelligent Healthcare
                                  Informatics  . . . . . . . . . . . . . . 51:1--51:??
                  Eunju Kim and   
                 Sumi Helal and   
               Chris Nugent and   
                   Mark Beattie   Analyzing Activity Recognition
                                  Uncertainties in Smart Home Environments 52:1--52:??
       Valeria Soto-Mendoza and   
J. Antonio García-Macías and   
        Edgar Chávez and   
Ana I. Martínez-García and   
        Jesús Favela and   
  Patricia Serrano-Alvarado and   
Maythé R. Zúñiga Rojas   Design of a Predictive Scheduling System
                                  to Improve Assisted Living Services for
                                  Elders . . . . . . . . . . . . . . . . . 53:1--53:??
             John Champaign and   
                Robin Cohen and   
                 Disney Yan Lam   Empowering Patients and Caregivers to
                                  Manage Healthcare Via Streamlined
                                  Presentation of Web Objects Selected by
                                  Modeling Learning Benefits Obtained by
                                  Similar Peers  . . . . . . . . . . . . . 54:1--54:??
               Haodong Yang and   
            Christopher C. Yang   Using Health-Consumer-Contributed Data
                                  to Detect Adverse Drug Reactions by
                                  Association Mining with Temporal
                                  Analysis . . . . . . . . . . . . . . . . 55:1--55:??
               Md Zia Ullah and   
                Masaki Aono and   
              Md Hanif Seddiqui   Estimating a Ranked List of Human
                                  Genetic Diseases by Associating
                                  Phenotype-Gene with Gene-Disease
                                  Bipartite Graphs . . . . . . . . . . . . 56:1--56:??
            Dario Antonelli and   
              Elena Baralis and   
               Giulia Bruno and   
              Luca Cagliero and   
          Tania Cerquitelli and   
            Silvia Chiusano and   
                Paolo Garza and   
                Naeem A. Mahoto   MeTA: Characterization of Medical
                                  Treatments at Different Abstraction
                                  Levels . . . . . . . . . . . . . . . . . 57:1--57:??
               Yuichi Motai and   
                 Dingkun Ma and   
                 Alen Docef and   
               Hiroyuki Yoshida   Smart Colonography for Distributed
                                  Medical Databases with Group Kernel
                                  Feature Analysis . . . . . . . . . . . . 58:1--58:??
               Mi-Young Kim and   
                    Ying Xu and   
            Osmar R. Zaiane and   
                   Randy Goebel   Recognition of Patient-Related Named
                                  Entities in Noisy Tele-Health Texts  . . 59:1--59:??


ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 7, Number 1, October, 2015

                Wenkui Ding and   
                 Xiubo Geng and   
                  Xu-Dong Zhang   Learning to Rank from Noisy Data . . . . 1:1--1:??
                    Fan Liu and   
                Jinhui Tang and   
                   Yan Song and   
                Liyan Zhang and   
                   Zhenmin Tang   Local Structure-Based Sparse
                                  Representation for Face Recognition  . . 2:1--2:??
             William Groves and   
                     Maria Gini   On Optimizing Airline Ticket Purchase
                                  Timing . . . . . . . . . . . . . . . . . 3:1--3:??
             Yongsheng Dong and   
                Dacheng Tao and   
                     Xuelong Li   Nonnegative Multiresolution
                                  Representation-Based Texture Image
                                  Classification . . . . . . . . . . . . . 4:1--4:??
                 Bowei Chen and   
                   Jun Wang and   
             Ingemar J. Cox and   
           Mohan S. Kankanhalli   Multi-Keyword Multi-Click Advertisement
                                  Option Contracts for Sponsored Search    5:1--5:??
              Frederic Font and   
               Joan Serr\`a and   
                   Xavier Serra   Analysis of the Impact of a Tag
                                  Recommendation System in a Real-World
                                  Folksonomy . . . . . . . . . . . . . . . 6:1--6:??
            Fan-Chieh Cheng and   
                Bo-Hao Chen and   
                Shih-Chia Huang   A Hybrid Background Subtraction Method
                                  with Background and Foreground
                                  Candidates Detection . . . . . . . . . . 7:1--7:??
     Cristina Ioana Muntean and   
       Franco Maria Nardini and   
         Fabrizio Silvestri and   
               Ranieri Baraglia   On Learning Prediction Models for
                                  Tourists Paths . . . . . . . . . . . . . 8:1--8:??
               Yinting Wang and   
                Mingli Song and   
                Dacheng Tao and   
                   Yong Rui and   
                  Jiajun Bu and   
              Ah Chung Tsoi and   
               Shaojie Zhuo and   
                       Ping Tan   Where2Stand: a Human Position
                                  Recommendation System for Souvenir
                                  Photography  . . . . . . . . . . . . . . 9:1--9:??
              Daniel Hennes and   
             Steven De Jong and   
                 Karl Tuyls and   
             Ya'akov (Kobi) Gal   Metastrategies in Large-Scale Bargaining
                                  Settings . . . . . . . . . . . . . . . . 10:1--10:??
             Jia-Dong Zhang and   
                   Chi-Yin Chow   Spatiotemporal Sequential Influence
                                  Modeling for Location Recommendations: a
                                  Gravity-based Approach . . . . . . . . . 11:1--11:??
                   Tao Guan and   
               Yuesong Wang and   
                  Liya Duan and   
                    Rongrong Ji   On-Device Mobile Landmark Recognition
                                  Using Binarized Descriptor with
                                  Multifeature Fusion  . . . . . . . . . . 12:1--12:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 7, Number 2, January, 2016

                  Kun Zhang and   
                Zhikun Wang and   
                 Jiji Zhang and   
        Bernhard Schölkopf   On Estimation of Functional Causal
                                  Models: General Results and Application
                                  to the Post-Nonlinear Causal Model . . . 13:1--13:??
                 Jiuyong Li and   
                Thuc Duy Le and   
                    Lin Liu and   
                  Jixue Liu and   
                   Zhou Jin and   
                 Bingyu Sun and   
                      Saisai Ma   From Observational Studies to Causal
                                  Rule Mining  . . . . . . . . . . . . . . 14:1--14:??
              Luis A. Leiva and   
  Daniel Martín-Albo and   
        Réjean Plamondon   Gestures \`a Go Go: Authoring Synthetic
                                  Human-Like Stroke Gestures Using the
                                  Kinematic Theory of Rapid Movements  . . 15:1--15:??
                   Einat Minkov   Event Extraction using Structured
                                  Learning and Rich Domain Knowledge:
                                  Application across Domains and Data
                                  Sources  . . . . . . . . . . . . . . . . 16:1--16:??
                  Kun Zhang and   
                 Jiuyong Li and   
           Elias Bareinboim and   
    Bernhard Schölkopf and   
                    Judea Pearl   Preface to the ACM TIST Special Issue on
                                  Causal Discovery and Inference . . . . . 17:1--17:??
                    Na Shan and   
              Xiaogang Dong and   
                Pingfeng Xu and   
                    Jianhua Guo   Sharp Bounds on Survivor Average Causal
                                  Effects When the Outcome Is Binary and
                                  Truncated by Death . . . . . . . . . . . 18:1--18:??
                   Hua Chen and   
                  Peng Ding and   
                   Zhi Geng and   
                  Xiao-Hua Zhou   Semiparametric Inference of the Complier
                                  Average Causal Effect with Nonignorable
                                  Missing Outcomes . . . . . . . . . . . . 19:1--19:??
                   Peng Luo and   
                       Zhi Geng   Bounds on Direct and Indirect Effects of
                                  Treatment on a Continuous Endpoint . . . 20:1--20:??
                  Furui Liu and   
                    Laiwan Chan   Causal Discovery on Discrete Data with
                                  Extensions to Mixture Model  . . . . . . 21:1--21:??
            Seth R. Flaxman and   
            Daniel B. Neill and   
             Alexander J. Smola   Gaussian Processes for Independence
                                  Tests with Non-iid Data in Causal
                                  Inference  . . . . . . . . . . . . . . . 22:1--22:??
                   Amy Fire and   
                  Song-Chun Zhu   Learning Perceptual Causality from Video 23:1--23:??
            Marina Demeshko and   
             Takashi Washio and   
         Yoshinobu Kawahara and   
              Yuriy Pepyolyshev   A Novel Continuous and Structural VAR
                                  Modeling Approach and Its Application to
                                  Reactor Noise Analysis . . . . . . . . . 24:1--24:??
              Hadrien Hours and   
             Ernst Biersack and   
                Patrick Loiseau   A Causal Approach to the Study of TCP
                                  Performance  . . . . . . . . . . . . . . 25:1--25:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 7, Number 3, April, 2016

    Fabiano M. Belém and   
        Carolina S. Batista and   
       Rodrygo L. T. Santos and   
         Jussara M. Almeida and   
     Marcos A. Gonçalves   Beyond Relevance: Explicitly Promoting
                                  Novelty and Diversity in Tag
                                  Recommendation . . . . . . . . . . . . . 26:1--26:??
                  Jiaul H. Paik   Parameterized Decay Model for
                                  Information Retrieval  . . . . . . . . . 27:1--27:??
                 Zhifeng Li and   
                Dihong Gong and   
                   Qiang Li and   
                Dacheng Tao and   
                     Xuelong Li   Mutual Component Analysis for
                                  Heterogeneous Face Recognition . . . . . 28:1--28:??
                  Jintao Ye and   
              Zhao Yan Ming and   
                  Tat Seng Chua   Generating Incremental Length Summary
                                  Based on Hierarchical Topic Coverage
                                  Maximization . . . . . . . . . . . . . . 29:1--29:??
                Dingqi Yang and   
               Daqing Zhang and   
                    Bingqing Qu   Participatory Cultural Mapping Based on
                                  Collective Behavior Data in
                                  Location-Based Social Networks . . . . . 30:1--30:??
                 Yantao Jia and   
              Yuanzhuo Wang and   
               Xiaolong Jin and   
                    Xueqi Cheng   Location Prediction: a Temporal-Spatial
                                  Bayesian Model . . . . . . . . . . . . . 31:1--31:??
                 Xiaoyan Li and   
              Tongliang Liu and   
              Jiankang Deng and   
                    Dacheng Tao   Video Face Editing Using
                                  Temporal-Spatial-Smooth Warping  . . . . 32:1--32:??
                  Zechao Li and   
                Jinhui Tang and   
               Xueming Wang and   
                   Jing Liu and   
                     Hanqing Lu   Multimedia News Summarization in Search  33:1--33:??
          Michael Hardegger and   
              Daniel Roggen and   
          Alberto Calatroni and   
           Gerhard Tröster   S-SMART: a Unified Bayesian Framework
                                  for Simultaneous Semantic Mapping,
                                  Activity Recognition, and Tracking . . . 34:1--34:??
                    Tie Luo and   
               Sajal K. Das and   
              Hwee Pink Tan and   
                     Lirong Xia   Incentive Mechanism Design for
                                  Crowdsourcing: an All-Pay Auction
                                  Approach . . . . . . . . . . . . . . . . 35:1--35:??
         Azhar Mohd Ibrahim and   
             Ibrahim Venkat and   
          K. G. Subramanian and   
      Ahamad Tajudin Khader and   
              Philippe De Wilde   Intelligent Evacuation Management
                                  Systems: a Review  . . . . . . . . . . . 36:1--36:??
             Changxing Ding and   
                    Dacheng Tao   A Comprehensive Survey on Pose-Invariant
                                  Face Recognition . . . . . . . . . . . . 37:1--37:??
            Paolo Cremonesi and   
                  Alan Said and   
              Domonkos Tikk and   
               Michelle X. Zhou   Introduction to the Special Issue on
                                  Recommender System Benchmarking  . . . . 38:1--38:??
                      Le Wu and   
                     Qi Liu and   
                Enhong Chen and   
         Nicholas Jing Yuan and   
              Guangming Guo and   
                       Xing Xie   Relevance Meets Coverage: a Unified
                                  Framework to Generate Diversified
                                  Recommendations  . . . . . . . . . . . . 39:1--39:??
            Stephan Doerfel and   
        Robert Jäschke and   
                    Gerd Stumme   The Role of Cores in Recommender
                                  Benchmarking for Social Bookmarking
                                  Systems  . . . . . . . . . . . . . . . . 40:1--40:??
                Simon Dooms and   
  Alejandro Bellogín and   
          Toon De Pessemier and   
                    Luc Martens   A Framework for Dataset Benchmarking and
                                  Its Application to a New Movie Rating
                                  Dataset  . . . . . . . . . . . . . . . . 41:1--41:??
             Jennifer Moody and   
                 David H. Glass   A Novel Classification Framework for
                                  Evaluating Individual and Aggregate
                                  Diversity in Top-$N$ Recommendations . . 42:1--42:??
           David Ben-Shimon and   
                Lior Rokach and   
                  Guy Shani and   
                 Bracha Shapira   Anytime Algorithms for Recommendation
                                  Service Providers  . . . . . . . . . . . 43:1--43:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 7, Number 4, July, 2016

               Kuan-Ta Chen and   
                Omar Alonso and   
              Martha Larson and   
                     Irwin King   Introduction to the Special Issue on
                                  Crowd in Intelligent Systems . . . . . . 44:1--44:??
        Advaith Siddharthan and   
         Christopher Lambin and   
        Anne-Marie Robinson and   
              Nirwan Sharma and   
             Richard Comont and   
            Elaine O'Mahony and   
              Chris Mellish and   
        René Van Der Wal   Crowdsourcing Without a Crowd: Reliable
                                  Online Species Identification Using
                                  Bayesian Models to Minimize Crowd Size   45:1--45:??
      Theodoros Semertzidis and   
             Jasminko Novak and   
         Michalis Lazaridis and   
            Mark Melenhorst and   
             Isabel Micheel and   
    Dimitrios Michalopoulos and   
         Martin Böckle and   
       Michael G. Strintzis and   
                   Petros Daras   A Crowd-Powered System for Fashion
                                  Similarity Search  . . . . . . . . . . . 46:1--46:??
             Michael Borish and   
                   Benjamin Lok   Rapid Low-Cost Virtual Human
                                  Bootstrapping via the Crowd  . . . . . . 47:1--47:??
            Goran Radanovic and   
               Boi Faltings and   
                     Radu Jurca   Incentives for Effort in Crowdsourcing
                                  Using the Peer Truth Serum . . . . . . . 48:1--48:??
         Patrick M. De Boer and   
              Abraham Bernstein   PPLib: Toward the Automated Generation
                                  of Crowd Computing Programs Using
                                  Process Recombination and
                                  Auto-Experimentation . . . . . . . . . . 49:1--49:??
                  Yubin Kim and   
     Kevyn Collins-Thompson and   
                   Jaime Teevan   Using the Crowd to Improve Search Result
                                  Ranking and the Search Experience  . . . 50:1--50:??
       Christina Katsimerou and   
               Joris Albeda and   
            Alina Huldtgren and   
         Ingrid Heynderickx and   
                 Judith A. Redi   Crowdsourcing Empathetic Intelligence:
                                  The Case of the Annotation of EMMA
                                  Database for Emotion and Mood
                                  Recognition  . . . . . . . . . . . . . . 51:1--51:??
                  Chen Chen and   
        Pawe\l W. Wo\'zniak and   
         Andrzej Romanowski and   
             Mohammad Obaid and   
            Tomasz Jaworski and   
            Jacek Kucharski and   
       Krzysztof Grudzie\'n and   
             Shengdong Zhao and   
                   Morten Fjeld   Using Crowdsourcing for Scientific
                                  Analysis of Industrial Tomographic
                                  Images . . . . . . . . . . . . . . . . . 52:1--52:??
                 Linlin You and   
            Gianmario Motta and   
                  Kaixu Liu and   
                      Tianyi Ma   CITY FEED: a Pilot System of
                                  Citizen-Sourcing for City Issue
                                  Management . . . . . . . . . . . . . . . 53:1--53:??
                Huaming Rao and   
             Shih-Wen Huang and   
                     Wai-Tat Fu   Leveraging Human Computations to Improve
                                  Schematization of Spatial Relations from
                                  Imagery  . . . . . . . . . . . . . . . . 54:1--54:??
           Yashar Moshfeghi and   
Alvaro Francisco Huertas Rosero and   
                 Joemon M. Jose   A Game-Theory Approach for Effective
                                  Crowdsource-Based Relevance Assessment   55:1--55:??
               Shuguang Han and   
                   Peng Dai and   
           Praveen Paritosh and   
                    David Huynh   Crowdsourcing Human Annotation on Web
                                  Page Structure: Infrastructure Design
                                  and Behavior-Based Quality Control . . . 56:1--56:??
                Yunchao Wei and   
                   Yao Zhao and   
               Zhenfeng Zhu and   
                 Shikui Wei and   
                Yanhui Xiao and   
                Jiashi Feng and   
                  Shuicheng Yan   Modality-Dependent Cross-Media Retrieval 57:1--57:??
              Robert Morris and   
            Matthew Johnson and   
           K. Brent Venable and   
                  James Lindsey   Designing Noise-Minimal Rotorcraft
                                  Approach Trajectories  . . . . . . . . . 58:1--58:??
                  Quan Fang and   
              Changsheng Xu and   
          M. Shamim Hossain and   
                    G. Muhammad   STCAPLRS: a Spatial-Temporal
                                  Context-Aware Personalized Location
                                  Recommendation System  . . . . . . . . . 59:1--59:??
                     Bo Xin and   
         Yoshinobu Kawahara and   
                Yizhou Wang and   
                Lingjing Hu and   
                        Wen Gao   Efficient Generalized Fused Lasso and
                                  Its Applications . . . . . . . . . . . . 60:1--60:??
               Sarah Schulz and   
                Guy De Pauw and   
    Orphée De Clercq and   
                Bart Desmet and   
     Véronique Hoste and   
           Walter Daelemans and   
                   Lieve Macken   Multimodular Text Normalization of Dutch
                                  User-Generated Content . . . . . . . . . 61:1--61:??
    István Heged\Hus and   
  Árpád Berta and   
             Levente Kocsis and   
András A. Benczúr and   
           Márk Jelasity   Robust Decentralized Low-Rank Matrix
                                  Decomposition  . . . . . . . . . . . . . 62:1--62:??
                   Chen Luo and   
                   Jia Zeng and   
              Mingxuan Yuan and   
                Wenyuan Dai and   
                     Qiang Yang   Telco User Activity Level Prediction
                                  with Massive Mobile Broadband Data . . . 63:1--63:??
              Senzhang Wang and   
                 Sihong Xie and   
             Xiaoming Zhang and   
                 Zhoujun Li and   
               Philip S. Yu and   
                     Yueying He   Coranking the Future Influence of
                                  Multiobjects in Bibliographic Network
                                  Through Mutual Reinforcement . . . . . . 64:1--64:??
                    Teng Li and   
                  Bin Cheng and   
                Bingbing Ni and   
              Guangchan Liu and   
                  Shuicheng Yan   Multitask Low-Rank Affinity Graph for
                                  Image Segmentation and Image Annotation  65:1--65:??


ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 8, Number 1, October, 2016

              Jure Leskovec and   
                      Rok Sosic   SNAP: a General-Purpose Network Analysis
                                  and Graph-Mining Library . . . . . . . . 1:1--1:??
               Nhathai Phan and   
             Javid Ebrahimi and   
                  David Kil and   
         Brigitte Piniewski and   
                     Dejing Dou   Topic-Aware Physical Activity
                                  Propagation with Temporal Dynamics in a
                                  Health Social Network  . . . . . . . . . 2:1--2:??
           John A. Doucette and   
              Graham Pinhey and   
                    Robin Cohen   Multiagent Resource Allocation for
                                  Dynamic Task Arrivals with Preemption    3:1--3:??
             Rajesh Ganesan and   
             Sushil Jajodia and   
                 Ankit Shah and   
                      Hasan Cam   Dynamic Scheduling of Cybersecurity
                                  Analysts for Minimizing Risk Using
                                  Reinforcement Learning . . . . . . . . . 4:1--4:??
            Loris Belcastro and   
           Fabrizio Marozzo and   
             Domenico Talia and   
                  Paolo Trunfio   Using Scalable Data Mining for
                                  Predicting Flight Delays . . . . . . . . 5:1--5:??
               Tianben Wang and   
                   Zhu Wang and   
               Daqing Zhang and   
                     Tao Gu and   
                  Hongbo Ni and   
                Jiangbo Jia and   
               Xingshe Zhou and   
                        Jing Lv   Recognizing Parkinsonian Gait Pattern by
                                  Exploiting Fine-Grained Movement
                                  Function Features  . . . . . . . . . . . 6:1--6:??
               W. Ben Towne and   
     Carolyn P. Rosé and   
              James D. Herbsleb   Measuring Similarity Similarly: LDA and
                                  Human Perception . . . . . . . . . . . . 7:1--7:??
                 Yexi Jiang and   
          Chang-Shing Perng and   
                Anca Sailer and   
         Ignacio Silva-Lepe and   
                  Yang Zhou and   
                         Tao Li   CSM: a Cloud Service Marketplace for
                                  Complex Service Acquisition  . . . . . . 8:1--8:??
            Tommaso Di Noia and   
        Vito Claudio Ostuni and   
                Paolo Tomeo and   
            Eugenio Di Sciascio   SPrank: Semantic Path-Based Ranking for
                                  Top-$N$ Recommendations Using Linked
                                  Open Data  . . . . . . . . . . . . . . . 9:1--9:??
                 Chen Cheng and   
                Haiqin Yang and   
                 Irwin King and   
                 Michael R. Lyu   A Unified Point-of-Interest
                                  Recommendation Framework in
                                  Location-Based Social Networks . . . . . 10:1--10:??
              Zhaohong Deng and   
              Yizhang Jiang and   
            Hisao Ishibuchi and   
               Kup-Sze Choi and   
                   Shitong Wang   Enhanced Knowledge-Leverage-Based TSK
                                  Fuzzy System Modeling for Inductive
                                  Transfer Learning  . . . . . . . . . . . 11:1--11:??
                   Tieke He and   
                Hongzhi Yin and   
                Zhenyu Chen and   
              Xiaofang Zhou and   
               Shazia Sadiq and   
                        Bin Luo   A Spatial-Temporal Topic Model for the
                                  Semantic Annotation of POIs in LBSNs . . 12:1--12:??
         Valentina Sintsova and   
                       Pearl Pu   Dystemo: Distant Supervision Method for
                                  Multi-Category Emotion Recognition in
                                  Tweets . . . . . . . . . . . . . . . . . 13:1--13:??
                Mirco Nanni and   
           Roberto Trasarti and   
              Anna Monreale and   
             Valerio Grossi and   
                 Dino Pedreschi   Driving Profiles Computation and
                                  Monitoring for Car Insurance CRM . . . . 14:1--14:??
                Jialei Wang and   
                Peilin Zhao and   
               Steven C. H. Hoi   Soft Confidence-Weighted Learning  . . . 15:1--15:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 8, Number 2, January, 2017

   Evangelos E. Papalexakis and   
         Christos Faloutsos and   
       Nicholas D. Sidiropoulos   Tensors for Data Mining and Data Fusion:
                                  Models, Applications, and Scalable
                                  Algorithms . . . . . . . . . . . . . . . 16:1--16:??
              Markus Schedl and   
              Yi-Hsuan Yang and   
         Perfecto Herrera-Boyer   Introduction to Intelligent Music
                                  Systems and Applications . . . . . . . . 17:1--17:??
         François Pachet   A Joyful Ode to Automatic Orchestration  18:1--18:??
                 Gerhard Widmer   Getting Closer to the Essence of Music:
                                  The Con Espressione Manifesto  . . . . . 19:1--19:??
        Alexander Schindler and   
                 Andreas Rauber   Harnessing Music-Related Visual
                                  Stereotypes for Music Information
                                  Retrieval  . . . . . . . . . . . . . . . 20:1--20:??
              Sergio Oramas and   
        Vito Claudio Ostuni and   
            Tommaso Di Noia and   
               Xavier Serra and   
            Eugenio Di Sciascio   Sound and Music Recommendation with
                                  Knowledge Graphs . . . . . . . . . . . . 21:1--21:??
Francisco Jose Rodriguez-Serrano and   
   Julio Jose Carabias-Orti and   
         Pedro Vera-Candeas and   
          Damian Martinez-Munoz   Tempo Driven Audio-to-Score Alignment
                                  Using Spectral Decomposition and Online
                                  Dynamic Time Warping . . . . . . . . . . 22:1--22:??
                    Mi Tian and   
                Mark B. Sandler   Towards Music Structural Segmentation
                                  across Genres: Features, Structural
                                  Hypotheses, and Annotation Principles    23:1--23:??
               Ubai Sandouk and   
                        Ke Chen   Learning Contextualized Music Semantics
                                  from Tags Via a Siamese Neural Network   24:1--24:??
            Andrea Marrella and   
            Massimo Mecella and   
              Sebastian Sardina   Intelligent Process Adaptation in the
                                  SmartPM System . . . . . . . . . . . . . 25:1--25:??
     Kotagiri Ramamohanarao and   
                 Hairuo Xie and   
                 Lars Kulik and   
       Shanika Karunasekera and   
               Egemen Tanin and   
                  Rui Zhang and   
               Eman Bin Khunayn   SMARTS: Scalable Microscopic Adaptive
                                  Road Traffic Simulator . . . . . . . . . 26:1--26:??
                Jungeun Kim and   
                Jae-Gil Lee and   
                     Sungsu Lim   Differential Flattening: a Novel
                                  Framework for Community Detection in
                                  Multi-Layer Graphs . . . . . . . . . . . 27:1--27:??
                 Liping Xie and   
                Dacheng Tao and   
                     Haikun Wei   Joint Structured Sparsity Regularized
                                  Multiview Dimension Reduction for
                                  Video-Based Facial Expression
                                  Recognition  . . . . . . . . . . . . . . 28:1--28:??
                  Xuan Song and   
              Quanshi Zhang and   
         Yoshihide Sekimoto and   
          Ryosuke Shibasaki and   
         Nicholas Jing Yuan and   
                       Xing Xie   Prediction and Simulation of Human
                                  Mobility Following Natural Disasters . . 29:1--29:??
                 Chong Peng and   
                  Jie Cheng and   
                    Qiang Cheng   A Supervised Learning Model for
                                  High-Dimensional and Large-Scale Data    30:1--30:??
                    Yan Liu and   
                   Yang Liu and   
             Shenghua Zhong and   
                     Songtao Wu   Implicit Visual Learning: Image
                                  Recognition via Dissipative Learning
                                  Model  . . . . . . . . . . . . . . . . . 31:1--31:??
            Nicola Barbieri and   
           Francesco Bonchi and   
                 Giuseppe Manco   Efficient Methods for Influence-Based
                                  Network-Oblivious Community Detection    32:1--32:??
               Zhonggang Wu and   
                    Zhao Lu and   
                   Shan-Yuan Ho   Community Detection with Topological
                                  Structure and Attributes in Information
                                  Networks . . . . . . . . . . . . . . . . 33:1--33:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 8, Number 3, April, 2017

                Rongrong Ji and   
                    Wei Liu and   
                   Xing Xie and   
               Yiqiang Chen and   
                      Jiebo Luo   Mobile Social Multimedia Analytics in
                                  the Big Data Era: an Introduction to the
                                  Special Issue  . . . . . . . . . . . . . 34:1--34:??
                    Yue Gao and   
              Hanwang Zhang and   
                 Xibin Zhao and   
                  Shuicheng Yan   Event Classification in Microblogs via
                                  Social Tracking  . . . . . . . . . . . . 35:1--35:??
                Liqiang Nie and   
               Luming Zhang and   
                  Meng Wang and   
               Richang Hong and   
          Aleksandr Farseev and   
                  Tat-Seng Chua   Learning User Attributes via Mobile
                                  Social Multimedia Analytics  . . . . . . 36:1--36:??
                 Dapeng Tao and   
                Dacheng Tao and   
                 Xuelong Li and   
                      Xinbo Gao   Large Sparse Cone Non-negative Matrix
                                  Factorization for Image Annotation . . . 37:1--37:??
              Jiaming Zhang and   
                Shuhui Wang and   
                 Qingming Huang   Location-Based Parallel Tag Completion
                                  for Geo-Tagged Social Image Retrieval    38:1--38:??
                 Jitao Sang and   
                  Quan Fang and   
                  Changsheng Xu   Exploiting Social-Mobile Information for
                                  Location Visualization . . . . . . . . . 39:1--39:??
                     Han Hu and   
               Yonggang Wen and   
              Tat-Seng Chua and   
                     Xuelong Li   Cost-Optimized Microblog Distribution
                                  over Geo-Distributed Data Centers:
                                  Insights from Cross-Media Analysis . . . 40:1--40:??
                     Jun Xu and   
                   Long Xia and   
                 Yanyan Lan and   
                Jiafeng Guo and   
                    Xueqi Cheng   Directly Optimize Diversity Evaluation
                                  Measures: a New Approach to Search
                                  Result Diversification . . . . . . . . . 41:1--41:??
                 Chong Peng and   
                  Zhao Kang and   
                 Yunhong Hu and   
                  Jie Cheng and   
                    Qiang Cheng   Nonnegative Matrix Factorization with
                                  Integrated Graph and Feature Learning    42:1--42:??
              Shichao Zhang and   
                 Xuelong Li and   
                  Ming Zong and   
               Xiaofeng Zhu and   
                     Debo Cheng   Learning $k$ for $k$NN Classification    43:1--43:??
             Tuan-Anh Hoang and   
                    Ee-Peng Lim   Modeling Topics and Behavior of
                                  Microbloggers: an Integrated Approach    44:1--44:??
               Reuth Mirsky and   
         Ya'akov (Kobi) Gal and   
              Stuart M. Shieber   CRADLE: an Online Plan Recognition
                                  Algorithm for Exploratory Domains  . . . 45:1--45:??
                 Peng Zhang and   
                    Qian Yu and   
                Yuexian Hou and   
                 Dawei Song and   
                 Jingfei Li and   
                         Bin Hu   A Distribution Separation Method Using
                                  Irrelevance Feedback Data for
                                  Information Retrieval  . . . . . . . . . 46:1--46:??
                Haoyi Xiong and   
               Jinghe Zhang and   
                   Yu Huang and   
                Kevin Leach and   
                Laura E. Barnes   Daehr: a Discriminant Analysis Framework
                                  for Electronic Health Record Data and an
                                  Application to Early Detection of Mental
                                  Health Disorders . . . . . . . . . . . . 47:1--47:??
               Weiqing Wang and   
                Hongzhi Yin and   
                  Ling Chen and   
                 Yizhou Sun and   
               Shazia Sadiq and   
                  Xiaofang Zhou   ST-SAGE: a Spatial-Temporal Sparse
                                  Additive Generative Model for Spatial
                                  Item Recommendation  . . . . . . . . . . 48:1--48:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 8, Number 4, July, 2017

               Isaac Ben-Israel   The Letter from Prof. Maj. Gen. (Ret.)
                                  Isaac Ben-Israel . . . . . . . . . . . . 49:1--49:??
                Yaniv Harel and   
               Irad Ben Gal and   
                  Yuval Elovici   Cyber Security and the Role of
                                  Intelligent Systems in Addressing its
                                  Challenges . . . . . . . . . . . . . . . 49:1--49:??
             Mordechai Guri and   
               Matan Monitz and   
                  Yuval Elovici   Bridging the Air Gap between Isolated
                                  Networks and Mobile Phones in a
                                  Practical Cyber-Attack . . . . . . . . . 50:1--50:??
     Michael Ovelgönne and   
             Tudor Dumitras and   
          B. Aditya Prakash and   
         V. S. Subrahmanian and   
                  Benjamin Wang   Understanding the Relationship between
                                  Human Behavior and Susceptibility to
                                  Cyber Attacks: a Data-Driven Approach    51:1--51:??
             Rajesh Ganesan and   
             Sushil Jajodia and   
                      Hasan Cam   Optimal Scheduling of Cybersecurity
                                  Analysts for Minimizing Risk . . . . . . 52:1--52:??
           Michal Ben Neria and   
      Nancy-Sarah Yacovzada and   
                   Irad Ben-Gal   A Risk-Scoring Feedback Model for
                                  Webpages and Web Users Based on Browsing
                                  Behavior . . . . . . . . . . . . . . . . 53:1--53:??
                Eyal Kolman and   
                   Benny Pinkas   Securely Computing a Ground Speed Model  54:1--54:??
             Amit Kleinmann and   
                   Avishai Wool   Automatic Construction of
                                  Statechart-Based Anomaly Detection
                                  Models for Multi-Threaded Industrial
                                  Control Systems  . . . . . . . . . . . . 55:1--55:??
             Alex Maltinsky and   
                 Ran Giladi and   
                  Yuval Shavitt   On Network Neutrality Measurements . . . 56:1--56:??
            Ron Hirschprung and   
                  Eran Toch and   
   Hadas Schwartz-Chassidim and   
               Tamir Mendel and   
                    Oded Maimon   Analyzing and Optimizing Access Control
                                  Choice Architectures in Online Social
                                  Networks . . . . . . . . . . . . . . . . 57:1--57:??
                Xitong Yang and   
                      Jiebo Luo   Tracking Illicit Drug Dealing and Abuse
                                  on Instagram Using Multimodal Analysis   58:1--58:??
Athanasios Aris Panagopoulos and   
               Sasan Maleki and   
                Alex Rogers and   
             Matteo Venanzi and   
           Nicholas R. Jennings   Advanced Economic Control of
                                  Electricity-Based Space Heating Systems
                                  in Domestic Coalitions with Shared
                                  Intermittent Energy Resources  . . . . . 59:1--59:??
           Filippo Bistaffa and   
       Alessandro Farinelli and   
     Jesús Cerquides and   
Juan Rodríguez-Aguilar and   
          Sarvapali D. Ramchurn   Algorithms for Graph-Constrained
                                  Coalition Formation in the Real World    60:1--60:??
                      Bo An and   
               Haipeng Chen and   
               Noseong Park and   
             V. S. Subrahmanian   Data-Driven Frequency-Based Airline
                                  Profit Maximization  . . . . . . . . . . 61:1--61:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 8, Number 5, September, 2017

                   Lina Yao and   
              Quan Z. Sheng and   
             Anne H. H. Ngu and   
                     Xue Li and   
             Boualem Benattalah   Unveiling Correlations via Mining
                                  Human-Thing Interactions in the Web of
                                  Things . . . . . . . . . . . . . . . . . 62:1--62:??
         Paul Lagrée and   
              Bogdan Cautis and   
                 Hossein Vahabi   As-You-Type Social Aware Search  . . . . 63:1--63:??
                 Xingyu Gao and   
           Steven C. H. Hoi and   
             Yongdong Zhang and   
               Jianshe Zhou and   
                     Ji Wan and   
                Zhenyu Chen and   
                  Jintao Li and   
                     Jianke Zhu   Sparse Online Learning of Image
                                  Similarity . . . . . . . . . . . . . . . 64:1--64:??
                  Weike Pan and   
                 Qiang Yang and   
                Yuchao Duan and   
                    Ben Tan and   
                     Zhong Ming   Transfer Learning for Behavior Ranking   65:1--65:??
             Rakesh Agrawal and   
             Behzad Golshan and   
       Evangelos E. Papalexakis   Homogeneity in Web Search Results:
                                  Diagnosis and Mitigation . . . . . . . . 66:1--66:??
                 Zhenhen Hu and   
               Yonggang Wen and   
                  Luoqi Liu and   
              Jianguo Jiang and   
               Richang Hong and   
                  Meng Wang and   
                  Shuicheng Yan   Visual Classification of Furniture
                                  Styles . . . . . . . . . . . . . . . . . 67:1--67:??
                   Xinyu Ou and   
                 Hefei Ling and   
                     Han Yu and   
                    Ping Li and   
                  Fuhao Zou and   
                         Si Liu   Adult Image and Video Recognition by a
                                  Deep Multicontext Network and
                                  Fine-to-Coarse Strategy  . . . . . . . . 68:1--68:??
            Brammert Ottens and   
      Christos Dimitrakakis and   
                   Boi Faltings   DUCT: an Upper Confidence Bound Approach
                                  to Distributed Constraint Optimization
                                  Problems . . . . . . . . . . . . . . . . 69:1--69:??
              Haytham Assem and   
        Teodora Sandra Buda and   
              Declan O'Sullivan   RCMC: Recognizing Crowd-Mobility
                                  Patterns in Cities Based on Location
                                  Based Social Networks Data . . . . . . . 70:1--70:??
                Chaoran Cui and   
                Jialie Shen and   
                Liqiang Nie and   
               Richang Hong and   
                         Jun Ma   Augmented Collaborative Filtering for
                                  Sparseness Reduction in Personalized POI
                                  Recommendation . . . . . . . . . . . . . 71:1--71:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 8, Number 6, September, 2017

                Hongke Zhao and   
                    Yong Ge and   
                     Qi Liu and   
               Guifeng Wang and   
                Enhong Chen and   
                     Hefu Zhang   P2P Lending Survey: Platforms, Recent
                                  Advances and Prospects . . . . . . . . . 72:1--72:??
        Oluwaseyi Feyisetan and   
                  Elena Simperl   Social Incentives in Paid Collaborative
                                  Crowdsourcing  . . . . . . . . . . . . . 73:1--73:??
    Amin Vahedian Khezerlou and   
                   Xun Zhou and   
                   Lufan Li and   
              Zubair Shafiq and   
                Alex X. Liu and   
                      Fan Zhang   A Traffic Flow Approach to Early
                                  Detection of Gathering Events:
                                  Comprehensive Results  . . . . . . . . . 74:1--74:??
              Xiaodong Feng and   
                     Sen Wu and   
                    Wenjun Zhou   Multi-Hypergraph Consistent Sparse
                                  Coding . . . . . . . . . . . . . . . . . 75:1--75:??
                Ronald Burt and   
                   Jie Tang and   
      Michalis Vazirgiannis and   
                    Shuang Yang   Introduction to Special Issue on Social
                                  Media Processing (TIST --- SMP)  . . . . 76:1--76:??
                    Yang Li and   
                 Jing Jiang and   
                   Ting Liu and   
                Minghui Qiu and   
                    Xiaofei Sun   Personalized Microtopic Recommendation
                                  on Microblogs  . . . . . . . . . . . . . 77:1--77:??
              Maria Glenski and   
                   Tim Weninger   Rating Effects on Social News Posts and
                                  Comments . . . . . . . . . . . . . . . . 78:1--78:??
           Chien-Cheng Chen and   
                Kuo-Wei Hsu and   
                  Wen-Chih Peng   Exploring Communication Behaviors of
                                  Users to Target Potential Users in
                                  Mobile Social Networks . . . . . . . . . 79:1--79:??
                 Chao Huang and   
                  Dong Wang and   
                        Jun Tao   An Unsupervised Approach to Inferring
                                  the Localness of People Using Incomplete
                                  Geotemporal Online Check-In Data . . . . 80:1--80:??
                 Cunchao Tu and   
                Zhiyuan Liu and   
                Huanbo Luan and   
                    Maosong Sun   PRISM: Profession Identification in
                                  Social Media . . . . . . . . . . . . . . 81:1--81:??
         Belkacem Chikhaoui and   
         Mauricio Chiazzaro and   
              Shengrui Wang and   
                   Martin Sotir   Detecting Communities of Authority and
                                  Analyzing Their Influence in Dynamic
                                  Social Networks  . . . . . . . . . . . . 82:1--82:??
                     Hao Fu and   
                   Xing Xie and   
                   Yong Rui and   
        Neil Zhenqiang Gong and   
             Guangzhong Sun and   
                    Enhong Chen   Robust Spammer Detection in Microblogs:
                                  Leveraging User Carefulness  . . . . . . 83:1--83:??


ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 9, Number 1, October, 2017

                 Xuelong Li and   
               Guosheng Cui and   
                 Yongsheng Dong   Refined-Graph Regularization-Based
                                  Nonnegative Matrix Factorization . . . . 1:1--1:??
                 Zhifeng Li and   
                Dihong Gong and   
                    Kai Zhu and   
                Dacheng Tao and   
                     Xuelong Li   Multifeature Anisotropic Orthogonal
                                  Gaussian Process for Automatic Age
                                  Estimation . . . . . . . . . . . . . . . 2:1--2:??
                   Yang Gao and   
                 Yuefeng Li and   
          Raymond Y. K. Lau and   
                     Yue Xu and   
                 Md Abul Bashar   Finding Semantically Valid and Relevant
                                  Topics by Association-Based Topic
                                  Selection Model  . . . . . . . . . . . . 3:1--3:??
                  Wenwu Zhu and   
               Jean Walrand and   
                   Yike Guo and   
                       Zhi Wang   ACM TIST Special Issue on Data-Driven
                                  Intelligence for Wireless Networking . . 4:1--4:??
                 Xiaoyi Fan and   
                   Wei Gong and   
                 Jiangchuan Liu   i$^2$ tag: RFID Mobility and Activity
                                  Identification Through Intelligent
                                  Profiling  . . . . . . . . . . . . . . . 5:1--5:??
                  Wei Zhang and   
                    Rui Fan and   
               Yonggang Wen and   
                       Fang Liu   Energy-Efficient Mobile Video Streaming:
                                  a Location-Aware Approach  . . . . . . . 6:1--6:??
                    Hao Yin and   
                   Wei Wang and   
                   Xu Zhang and   
              Yongqiang Lyu and   
                 Geyong Min and   
                   Dongchao Guo   UMCR: User Interaction-Driven Mobile
                                  Content Retrieval  . . . . . . . . . . . 7:1--7:??
                  Xuyu Wang and   
                  Chao Yang and   
                     Shiwen Mao   TensorBeat: Tensor Decomposition for
                                  Monitoring Multiperson Breathing Beats
                                  with Commodity WiFi  . . . . . . . . . . 8:1--8:??
                Xuhang Ying and   
             Jincheng Zhang and   
                 Lichao Yan and   
                    Yu Chen and   
             Guanglin Zhang and   
               Minghua Chen and   
                Ranveer Chandra   Exploring Indoor White Spaces in
                                  Metropolises . . . . . . . . . . . . . . 9:1--9:??
                 Lo-Yao Yeh and   
           Woei-Jiunn Tsaur and   
                 Hsin-Han Huang   Secure IoT-Based, Incentive-Aware
                                  Emergency Personnel Dispatching Scheme
                                  with Weighted Fine-Grained Access
                                  Control  . . . . . . . . . . . . . . . . 10:1--10:??
               Jiaxing Shen and   
               Jiannong Cao and   
                Xuefeng Liu and   
                 Chisheng Zhang   DMAD: Data-Driven Measuring of Wi-Fi
                                  Access Point Deployment in Urban Spaces  11:1--11:??
                  Yanqiu Wu and   
              Tehila Minkus and   
                  Keith W. Ross   Taking the Pulse of US College Campuses
                                  with Location-Based Anonymous Mobile
                                  Apps . . . . . . . . . . . . . . . . . . 12:1--12:??
                Ruide Zhang and   
                 Ning Zhang and   
                Changlai Du and   
                Wenjing Lou and   
              Y. Thomas Hou and   
                Yuichi Kawamoto   From Electromyogram to Password:
                                  Exploring the Privacy Impact of
                                  Wearables in Augmented Reality . . . . . 13:1--13:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 9, Number 2, January, 2018

          Travis R. Goodwin and   
             Sanda M. Harabagiu   Knowledge Representations and Inference
                                  Techniques for Medical Question
                                  Answering  . . . . . . . . . . . . . . . 14:1--14:??
                 Guodao Sun and   
                   Tan Tang and   
              Tai-Quan Peng and   
              Ronghua Liang and   
                     Yingcai Wu   SocialWave: Visual Analysis of
                                  Spatio-temporal Diffusion of Information
                                  on Social Media  . . . . . . . . . . . . 15:1--15:??
              Fuzhen Zhuang and   
               Xiaohu Cheng and   
                   Ping Luo and   
           Sinno Jialin Pan and   
                        Qing He   Supervised Representation Learning with
                                  Double Encoding-Layer Autoencoder for
                                  Transfer Learning  . . . . . . . . . . . 16:1--16:??
            Suhas Ranganath and   
                     Xia Hu and   
               Jiliang Tang and   
                Suhang Wang and   
                       Huan Liu   Understanding and Identifying Rhetorical
                                  Questions in Social Media  . . . . . . . 17:1--17:??
                      Ou Wu and   
                    Xue Mao and   
                     Weiming Hu   Iteratively Divide-and-Conquer Learning
                                  for Nonlinear Classification and Ranking 18:1--18:??
                Yexun Zhang and   
                 Wenbin Cai and   
               Wenquan Wang and   
                       Ya Zhang   Stopping Criterion for Active Learning
                                  with Model Stability . . . . . . . . . . 19:1--19:??
                  Leye Wang and   
               Daqing Zhang and   
                Dingqi Yang and   
             Animesh Pathak and   
                  Chao Chen and   
                   Xiao Han and   
                Haoyi Xiong and   
                     Yasha Wang   SPACE-TA: Cost-Effective Task Allocation
                                  Exploiting Intradata and Interdata
                                  Correlations in Sparse Crowdsensing  . . 20:1--20:??
                 Gilad Katz and   
           Cornelia Caragea and   
                   Asaf Shabtai   Vertical Ensemble Co-Training for Text
                                  Classification . . . . . . . . . . . . . 21:1--21:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 9, Number 3, February, 2018

              Desheng Zhang and   
                    Tian He and   
                      Fan Zhang   Real-Time Human Mobility Modeling with
                                  Multi-View Learning  . . . . . . . . . . 22:1--22:??
                      Bo An and   
              Nick Jennings and   
              Zhenhui Jessie Li   ACM TIST Special Issue on Urban
                                  Intelligence . . . . . . . . . . . . . . 23:1--23:??
        Pradeep Varakantham and   
               Akshat Kumar and   
            Hoong Chuin Lau and   
                   William Yeoh   Risk-Sensitive Stochastic Orienteering
                                  Problems for Trip Optimization in Urban
                                  Environments . . . . . . . . . . . . . . 24:1--24:??
               Zhiguang Cao and   
              Hongliang Guo and   
                      Jie Zhang   A Multiagent-Based Approach for Vehicle
                                  Routing by Considering Both Arriving on
                                  Time and Total Travel Time . . . . . . . 25:1--25:??
             Shih-Fen Cheng and   
                   Cen Chen and   
            Thivya Kandappu and   
            Hoong Chuin Lau and   
               Archan Misra and   
              Nikita Jaiman and   
         Randy Tandriansyah and   
                    Desmond Koh   Scalable Urban Mobile Crowdsourcing:
                                  Handling Uncertainty in Worker Movement  26:1--26:??
             Gal A. Kaminka and   
                Natalie Fridman   Simulating Urban Pedestrian Crowds of
                                  Different Cultures . . . . . . . . . . . 27:1--27:??
        Frederik Auffenberg and   
               Stephen Snow and   
            Sebastian Stein and   
                    Alex Rogers   A Comfort-Based Approach to Smart
                                  Heating and Air Conditioning . . . . . . 28:1--28:??
               Pengfei Wang and   
                Guannan Liu and   
                  Yanjie Fu and   
              Yuanchun Zhou and   
                     Jianhui Li   Spotting Trip Purposes from Taxi
                                  Trajectories: a General Probabilistic
                                  Model  . . . . . . . . . . . . . . . . . 29:1--29:??
                    Jie Liu and   
                    Bin Liu and   
                 Yanchi Liu and   
               Huipeng Chen and   
                  Lina Feng and   
                  Hui Xiong and   
                    Yalou Huang   Personalized Air Travel Prediction: a
                                  Multi-factor Perspective . . . . . . . . 30:1--30:??
        Roberto Pellungrini and   
            Luca Pappalardo and   
          Francesca Pratesi and   
                  Anna Monreale   A Data Mining Approach to Assess Privacy
                                  Risk in Human Mobility Data  . . . . . . 31:1--31:??
              Yingjie Zhang and   
                  Beibei Li and   
                     Jason Hong   Using Online Geotagged and Crowdsourced
                                  Data to Understand Human Offline
                                  Behavior in the City: an Economic
                                  Perspective  . . . . . . . . . . . . . . 32:1--32:??
               Xiaowen Dong and   
           Yoshihiko Suhara and   
      Burçin Bozkaya and   
             Vivek K. Singh and   
                Bruno Lepri and   
          Alex `Sandy' Pentland   Social Bridges in Urban Purchase
                                  Behavior . . . . . . . . . . . . . . . . 33:1--33:??
                 Chao Zhang and   
               Dongming Lei and   
                  Quan Yuan and   
             Honglei Zhuang and   
               Lance Kaplan and   
               Shaowen Wang and   
                     Jiawei Han   GeoBurst+: Effective and Real-Time Local
                                  Event Detection in Geo-Tagged Tweet
                                  Streams  . . . . . . . . . . . . . . . . 34:1--34:??
          Nikhil Muralidhar and   
                  Chen Wang and   
                Nathan Self and   
          Marjan Momtazpour and   
           Kiyoshi Nakayama and   
             Ratnesh Sharma and   
             Naren Ramakrishnan   illiad: InteLLigent Invariant and
                                  Anomaly Detection in Cyber-Physical
                                  Systems  . . . . . . . . . . . . . . . . 35:1--35:??
                 Liangda Li and   
                   Hongyuan Zha   Energy Usage Behavior Modeling in Energy
                                  Disaggregation via Hawkes Processes  . . 36:1--36:??
                  Luan Tran and   
                    Hien To and   
                  Liyue Fan and   
                  Cyrus Shahabi   A Real-Time Framework for Task
                                  Assignment in Hyperlocal Spatial
                                  Crowdsourcing  . . . . . . . . . . . . . 37:1--37:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 9, Number 4, February, 2018

              Dingwen Zhang and   
                  Huazhu Fu and   
                 Junwei Han and   
                  Ali Borji and   
                     Xuelong Li   A Review of Co-Saliency Detection
                                  Algorithms: Fundamentals, Applications,
                                  and Challenges . . . . . . . . . . . . . 38:1--38:??
             Bingsheng Wang and   
               Zhiqian Chen and   
      Arnold P. Boedihardjo and   
                  Chang-Tien Lu   Virtual Metering: an Efficient Water
                                  Disaggregation Algorithm via
                                  Nonintrusive Load Monitoring . . . . . . 39:1--39:??
                  Yanjie Fu and   
                Junming Liu and   
                 Xiaolin Li and   
                      Hui Xiong   A Multi-Label Multi-View Learning
                                  Framework for In-App Service Usage
                                  Analysis . . . . . . . . . . . . . . . . 40:1--40:??
               Pengwei Wang and   
                     Lei Ji and   
                    Jun Yan and   
                 Dejing Dou and   
           Nisansa De Silva and   
                 Yong Zhang and   
                    Lianwen Jin   Concept and Attention-Based CNN for
                                  Question Retrieval in Multi-View
                                  Learning . . . . . . . . . . . . . . . . 41:1--41:??
         Naimul Mefraz Khan and   
             Riadh Ksantini and   
                      Ling Guan   A Novel Image-Centric Approach Toward
                                  Direct Volume Rendering  . . . . . . . . 42:1--42:??
       Michael Xuelin Huang and   
                  Jiajia Li and   
                 Grace Ngai and   
                  Hong Va Leong   Quick Bootstrapping of a Personalized
                                  Gaze Model from Real-Use Interactions    43:1--43:??
                 Igor Kulev and   
                   Pearl Pu and   
                   Boi Faltings   A Bayesian Approach to
                                  Intervention-Based Clustering  . . . . . 44:1--44:??
                    Jing Lu and   
                Doyen Sahoo and   
                Peilin Zhao and   
               Steven C. H. Hoi   Sparse Passive-Aggressive Learning for
                                  Bounded Online Kernel Methods  . . . . . 45:1--45:??
                Oscar Reyes and   
       Sebastián Ventura   Evolutionary Strategy to Perform
                                  Batch-Mode Active Learning on
                                  Multi-Label Data . . . . . . . . . . . . 46:1--46:??
                   Qin Chen and   
                  Qinmin Hu and   
        Jimmy Xiangji Huang and   
                       Liang He   Modeling Queries with Contextual
                                  Snippets for Information Retrieval . . . 47:1--47:??
                     Qi Liu and   
                   Runze Wu and   
                Enhong Chen and   
                Guandong Xu and   
                      Yu Su and   
               Zhigang Chen and   
                     Guoping Hu   Fuzzy Cognitive Diagnosis for Modelling
                                  Examinee Performance . . . . . . . . . . 48:1--48:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 9, Number 5, July, 2018

               Zixing Zhang and   
         Jürgen Geiger and   
          Jouni Pohjalainen and   
        Amr El-Desoky Mousa and   
                  Wenyu Jin and   
            Björn Schuller   Deep Learning for Environmentally Robust
                                  Speech Recognition: an Overview of
                                  Recent Developments  . . . . . . . . . . 49:1--49:??
                  Qiang Liu and   
                    Feng Yu and   
                     Shu Wu and   
                     Liang Wang   Mining Significant Microblogs for
                                  Misinformation Identification: an
                                  Attention-Based Approach . . . . . . . . 50:1--50:??
                 Ankit Shah and   
             Rajesh Ganesan and   
             Sushil Jajodia and   
                      Hasan Cam   Dynamic Optimization of the Level of
                                  Operational Effectiveness of a CSOC
                                  Under Adverse Conditions . . . . . . . . 51:1--51:??
                  Ling Jian and   
                 Jundong Li and   
                       Huan Liu   Exploiting Multilabel Information for
                                  Noise-Resilient Feature Selection  . . . 52:1--52:??
                Xiaobo Shen and   
                 Fumin Shen and   
                     Li Liu and   
               Yun-Hao Yuan and   
                 Weiwei Liu and   
                   Quan-Sen Sun   Multiview Discrete Hashing for Scalable
                                  Multimedia Search  . . . . . . . . . . . 53:1--53:??
                    Chen Li and   
          William K. Cheung and   
                 Jiming Liu and   
                   Joseph K. Ng   Automatic Extraction of Behavioral
                                  Patterns for Elderly Mobility and Daily
                                  Routine Analysis . . . . . . . . . . . . 54:1--54:??
               Jun-Zhe Wang and   
                Jiun-Long Huang   On Incremental High Utility Sequential
                                  Pattern Mining . . . . . . . . . . . . . 55:1--55:??
              Andrej Zdesar and   
                   Igor Skrjanc   Optimum Velocity Profile of Multiple
                                  Bernstein--Bézier Curves Subject to
                                  Constraints for Mobile Robots  . . . . . 56:1--56:??
                 Chong Peng and   
                  Zhao Kang and   
                Shuting Cai and   
                    Qiang Cheng   Integrate and Conquer: Double-Sided
                                  Two-Dimensional $k$-Means Via
                                  Integrating of Projection and Manifold
                                  Construction . . . . . . . . . . . . . . 57:1--57:??
            Dingjiang Huang and   
               Shunchang Yu and   
                     Bin Li and   
           Steven C. H. Hoi and   
                  Shuigeng Zhou   Combination Forecasting Reversion
                                  Strategy for Online Portfolio Selection  58:1--58:??
              Ryan A. Rossi and   
           Nesreen K. Ahmed and   
                  Rong Zhou and   
                 Hoda Eldardiry   Interactive Visual Graph Mining and
                                  Learning . . . . . . . . . . . . . . . . 59:1--59:??
               Xuefeng Peng and   
                 Li-Kai Chi and   
                      Jiebo Luo   The Effect of Pets on Happiness: a
                                  Large-Scale Multi-Factor Analysis Using
                                  Social Multimedia  . . . . . . . . . . . 60:1--60:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 9, Number 6, November, 2018

               Weiqing Wang and   
                Hongzhi Yin and   
               Xingzhong Du and   
      Quoc Viet Hung Nguyen and   
                  Xiaofang Zhou   TPM: a Temporal Personalized Model for
                                  Spatial Item Recommendation  . . . . . . 61:1--61:??
           Claudio Lucchese and   
       Franco Maria Nardini and   
          Salvatore Orlando and   
            Raffaele Perego and   
         Fabrizio Silvestri and   
                Salvatore Trani   X-CLEaVER: Learning Ranking Ensembles by
                                  Growing and Pruning Trees  . . . . . . . 62:1--62:??
              Pengyang Wang and   
                  Yanjie Fu and   
               Jiawei Zhang and   
                 Xiaolin Li and   
                        Dan Lin   Learning Urban Community Structures: a
                                  Collective Embedding Perspective with
                                  Periodic Spatial-temporal Mobility
                                  Graphs . . . . . . . . . . . . . . . . . 63:1--63:??
                Ali Anaissi and   
        Nguyen Lu Dang Khoa and   
      Thierry Rakotoarivelo and   
  Mehrisadat Makki Alamdari and   
                      Yang Wang   Adaptive Online One-Class Support Vector
                                  Machines with Applications in Structural
                                  Health Monitoring  . . . . . . . . . . . 64:1--64:??
                 Xuelong Li and   
               Guosheng Cui and   
                 Yongsheng Dong   Discriminative and Orthogonal Subspace
                                  Constraints-Based Nonnegative Matrix
                                  Factorization  . . . . . . . . . . . . . 65:1--65:??
                Xiaobai Liu and   
                    Qian Xu and   
                  Yadong Mu and   
                 Jiadi Yang and   
                  Liang Lin and   
                  Shuicheng Yan   High-Precision Camera Localization in
                                  Scenes with Repetitive Patterns  . . . . 66:1--66:??
                Cheng-Te Li and   
               Chia-Tai Hsu and   
                  Man-Kwan Shan   A Cross-Domain Recommendation Mechanism
                                  for Cold-Start Users Based on Partial
                                  Least Squares Regression . . . . . . . . 67:1--67:??
                Longqi Yang and   
                  Chen Fang and   
                 Hailin Jin and   
         Matthew D. Hoffman and   
                 Deborah Estrin   Characterizing User Skills from
                                  Application Usage Traces with
                                  Hierarchical Attention Recurrent
                                  Networks . . . . . . . . . . . . . . . . 68:1--68:??
                Suhang Wang and   
             Charu Aggarwal and   
                       Huan Liu   Random-Forest-Inspired Neural Networks   69:1--69:??
                   Bowen Du and   
                 Yifeng Cui and   
                  Yanjie Fu and   
              Runxing Zhong and   
                      Hui Xiong   SmartTransfer: Modeling the
                                  Spatiotemporal Dynamics of Passenger
                                  Transfers for Crowdedness-Aware Route
                                  Recommendations  . . . . . . . . . . . . 70:1--70:??
                  Wenhe Liu and   
              Xiaojun Chang and   
                    Yan Yan and   
                    Yi Yang and   
         Alexander G. Hauptmann   Few-Shot Text and Image Classification
                                  via Analogical Transfer Learning . . . . 71:1--71:??
             Wei-Sheng Chin and   
                Bo-Wen Yuan and   
             Meng-Yuan Yang and   
                   Chih-Jen Lin   An Efficient Alternating Newton Method
                                  for Learning Factorization Machines  . . 72:1--72:??


ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 10, Number 1, January, 2019

                    Nan Cao and   
               Steffen Koch and   
        David Gotz / Yingcai Wu   ACM TIST Special Issue on Visual
                                  Analytics  . . . . . . . . . . . . . . . 1:1--1:??
                   Wei Chen and   
                   Jing Xia and   
                Xumeng Wang and   
                    Yi Wang and   
                   Jun Chen and   
                    Liang Chang   RelationLines: Visual Reasoning of
                                  Egocentric Relations from Heterogeneous
                                  Urban Data . . . . . . . . . . . . . . . 2:1--2:??
               Mingliang Xu and   
                   Hua Wang and   
                  Shili Chu and   
                   Yong Gan and   
             Xiaoheng Jiang and   
                   Yafei Li and   
                      Bing Zhou   Traffic Simulation and Visual
                                  Verification in Smog . . . . . . . . . . 3:1--3:??
                   Cong Xie and   
                  Wen Zhong and   
                     Wei Xu and   
                  Klaus Mueller   Visual Analytics of Heterogeneous Data
                                  Using Hypergraph Learning  . . . . . . . 4:1--4:??
        Athanasios Vogogias and   
             Jessie Kennedy and   
         Daniel Archambault and   
              Benjamin Bach and   
              V. Anne Smith and   
                 Hannah Currant   BayesPiles: Visualisation Support for
                                  Bayesian Network Structure Learning  . . 5:1--5:??
                 Dongyu Liu and   
                 Weiwei Cui and   
                    Kai Jin and   
                 Yuxiao Guo and   
                      Huamin Qu   DeepTracker: Visualizing the Training
                                  Process of Convolutional Neural Networks 6:1--6:??
                    Hai Jin and   
              Yuanfeng Lian and   
                       Jing Hua   Learning Facial Expressions with $3$D
                                  Mesh Convolutional Neural Network  . . . 7:1--7:??
                 Chen Zhang and   
                       Hao Wang   ResumeVis: a Visual Analytics System to
                                  Discover Semantic Information in
                                  Semi-structured Resume Data  . . . . . . 8:1--8:??
                     Fan Du and   
         Catherine Plaisant and   
                Neil Spring and   
                Ben Shneiderman   Visual Interfaces for Recommendation
                                  Systems: Finding Similar and Dissimilar
                                  Peers  . . . . . . . . . . . . . . . . . 9:1--9:??
               Haoran Liang and   
                 Ming Jiang and   
              Ronghua Liang and   
                        Qi Zhao   CapVis: Toward Better Understanding of
                                  Visual-Verbal Saliency Consistency . . . 10:1--10:??
                Siming Chen and   
                 Shuai Chen and   
             Zhenhuang Wang and   
                  Jie Liang and   
                  Yadong Wu and   
                    Xiaoru Yuan   D-Map+: Interactive Visual Analysis and
                                  Exploration of Ego-centric and
                                  Event-centric Information Diffusion
                                  Patterns in Social Media . . . . . . . . 11:1--11:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 10, Number 2, February, 2019

                 Qiang Yang and   
                   Yang Liu and   
              Tianjian Chen and   
                   Yongxin Tong   Federated Machine Learning: Concept and
                                  Applications . . . . . . . . . . . . . . 12:1--12:??
                   Wei Wang and   
           Vincent W. Zheng and   
                     Han Yu and   
                   Chunyan Miao   A Survey of Zero-Shot Learning:
                                  Settings, Methods, and Applications  . . 13:1--13:??
               Reuth Mirsky and   
                   Kobi Gal and   
                 Roni Stern and   
                    Meir Kalech   Goal and Plan Recognition Design for
                                  Plan Libraries . . . . . . . . . . . . . 14:1--14:??
              Oskar Skibski and   
               Talal Rahwan and   
         Tomasz P. Michalak and   
             Michael Wooldridge   Enumerating Connected Subgraphs and
                                  Computing the Myerson and Shapley Values
                                  in Graph-Restricted Games  . . . . . . . 15:1--15:??
           Jason Shuo Zhang and   
                         Qin Lv   Understanding Event Organization at
                                  Scale in Event-Based Social Networks . . 16:1--16:??
            Hsun-Ping Hsieh and   
                    Cheng-Te Li   Inferring Online Social Ties from
                                  Offline Geographical Activities  . . . . 17:1--17:??
                    Zeng Yu and   
                 Tianrui Li and   
                    Ning Yu and   
                     Yi Pan and   
               Hongmei Chen and   
                       Bing Liu   Reconstruction of Hidden Representation
                                  for Robust Feature Extraction  . . . . . 18:1--18:??
              Hongjian Wang and   
              Xianfeng Tang and   
               Yu-Hsuan Kuo and   
               Daniel Kifer and   
                     Zhenhui Li   A Simple Baseline for Travel Time
                                  Estimation using Large-scale Trip Data   19:1--19:??
                 Cheng Deng and   
                    Zhao Li and   
                  Xinbo Gao and   
                    Dacheng Tao   Deep Multi-scale Discriminative Networks
                                  for Double JPEG Compression Forensics    20:1--20:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 10, Number 3, May, 2019

            Karishma Sharma and   
                  Feng Qian and   
                   He Jiang and   
           Natali Ruchansky and   
                 Ming Zhang and   
                        Yan Liu   Combating Fake News: a Survey on
                                  Identification and Mitigation Techniques 21:1--21:??
                     Zun Li and   
               Congyan Lang and   
                Jiashi Feng and   
                  Yidong Li and   
                   Tao Wang and   
                    Songhe Feng   Co-saliency Detection with Graph
                                  Matching . . . . . . . . . . . . . . . . 22:1--22:??
            Ankita Likhyani and   
          Srikanta Bedathur and   
                      Deepak P.   Location-Specific Influence
                                  Quantification in Location-Based Social
                                  Networks . . . . . . . . . . . . . . . . 23:1--23:??
                 Huaxiu Yao and   
                  Defu Lian and   
                     Yi Cao and   
                   Yifan Wu and   
                       Tao Zhou   Predicting Academic Performance for
                                  College Students: a Campus Behavior
                                  Perspective  . . . . . . . . . . . . . . 24:1--24:??
                Bailin Yang and   
               Luhong Zhang and   
         Frederick W. B. Li and   
             Xiaoheng Jiang and   
               Zhigang Deng and   
                  Meng Wang and   
                   Mingliang Xu   Motion-Aware Compression and
                                  Transmission of Mesh Animation Sequences 25:1--25:??
                  Hanrui Wu and   
                Yuguang Yan and   
                 Yuzhong Ye and   
                Huaqing Min and   
              Michael K. Ng and   
                     Qingyao Wu   Online Heterogeneous Transfer Learning
                                  by Knowledge Transition  . . . . . . . . 26:1--26:??
                   Neng Shi and   
                       Yubo Tao   CNNs Based Viewpoint Estimation for
                                  Volume Visualization . . . . . . . . . . 27:1--27:??
          Joseph W. Mikhail and   
          John M. Fossaceca and   
              Ronald Iammartino   A Semi-Boosted Nested Model With
                                  Sensitivity-Based Weighted Binarization
                                  for Multi-Domain Network Intrusion
                                  Detection  . . . . . . . . . . . . . . . 28:1--28:??
               Jianping Gou and   
                  Wenmo Qiu and   
                   Zhang Yi and   
                    Yong Xu and   
                 Qirong Mao and   
                  Yongzhao Zhan   A Local Mean Representation-based
                                  $K$-Nearest Neighbor Classifier  . . . . 29:1--29:??
              Hankz Hankui Zhuo   Recognizing Multi-Agent Plans When
                                  Action Models and Team Plans Are Both
                                  Incomplete . . . . . . . . . . . . . . . 30:1--30:??
        Fatemeh Golpayegani and   
             Ivana Dusparic and   
                 Siobhan Clarke   Using Social Dependence to Enable
                                  Neighbourly Behaviour in Open
                                  Multi-Agent Systems  . . . . . . . . . . 31:1--31:??
               Chunbiao Zhu and   
               Wenhao Zhang and   
               Thomas H. Li and   
                   Shan Liu and   
                          Ge Li   Exploiting the Value of the Center-dark
                                  Channel Prior for Salient Object
                                  Detection  . . . . . . . . . . . . . . . 32:1--32:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 10, Number 4, August, 2019

                 Jiang Bian and   
                Dayong Tian and   
               Yuanyan Tang and   
                    Dacheng Tao   Trajectory Data Classification: a Review 33:1--33:??
              Ilya Verenich and   
               Marlon Dumas and   
           Marcello La Rosa and   
       Fabrizio Maria Maggi and   
                 Irene Teinemaa   Survey and Cross-benchmark Comparison of
                                  Remaining Time Prediction Methods in
                                  Business Process Monitoring  . . . . . . 34:1--34:??
                  Chen Gong and   
                  Jian Yang and   
                    Dacheng Tao   Multi-Modal Curriculum Learning over
                                  Graphs . . . . . . . . . . . . . . . . . 35:1--35:??
                   Xiang Ao and   
                 Haoran Shi and   
                   Jin Wang and   
                    Luo Zuo and   
                 Hongwei Li and   
                        Qing He   Large-Scale Frequent Episode Mining from
                                  Complex Event Sequences with Hierarchies 36:1--36:??
            Phan Thanh Cong and   
           Nguyen Thanh Tam and   
                Hongzhi Yin and   
               Bolong Zheng and   
               Bela Stantic and   
          Nguyen Quoc Viet Hung   Efficient User Guidance for Validating
                                  Participatory Sensing Data . . . . . . . 37:1--37:??
                 Wanqiu Cui and   
                 Junping Du and   
                 Dawei Wang and   
                 Xunpu Yuan and   
                 Feifei Kou and   
                 Liyan Zhou and   
                       Nan Zhou   Short Text Analysis Based on Dual
                                  Semantic Extension and Deep Hashing in
                                  Microblog  . . . . . . . . . . . . . . . 38:1--38:??
                 Suining He and   
                   Kang G. Shin   Spatio-temporal Adaptive Pricing for
                                  Balancing Mobility-on-Demand Networks    39:1--39:??
              Ashwini Tonge and   
               Cornelia Caragea   Privacy-aware Tag Recommendation for
                                  Accurate Image Privacy Prediction  . . . 40:1--40:??
              Guoshuai Zhao and   
                     Hao Fu and   
                Ruihua Song and   
              Tetsuya Sakai and   
              Zhongxia Chen and   
                   Xing Xie and   
                   Xueming Qian   Personalized Reason Generation for
                                  Explainable Song Recommendation  . . . . 41:1--41:??
             Deepak Thukral and   
               Adesh Pandey and   
              Rishabh Gupta and   
               Vikram Goyal and   
             Tanmoy Chakraborty   DiffQue: Estimating Relative Difficulty
                                  of Questions in Community Question
                                  Answering Services . . . . . . . . . . . 42:1--42:??
                  Zhe Jiang and   
           Arpan Man Sainju and   
                     Yan Li and   
             Shashi Shekhar and   
                  Joseph Knight   Spatial Ensemble Learning for
                                  Heterogeneous Geographic Data with Class
                                  Ambiguity  . . . . . . . . . . . . . . . 43:1--43:??
          Suvadeep Banerjee and   
             Abhijit Chatterjee   ALERA: Accelerated Reinforcement
                                  Learning Driven Adaptation to
                                  Electro-Mechanical Degradation in
                                  Nonlinear Control Systems Using Encoded
                                  State Space Error Signatures . . . . . . 44:1--44:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 10, Number 5, October, 2019

             Eric V. Strobl and   
           Peter L. Spirtes and   
              Shyam Visweswaran   Estimating and Controlling the False
                                  Discovery Rate of the PC Algorithm Using
                                  Edge-specific $P$-Values . . . . . . . . 46:1--46:??
           Benjamin C. Herd and   
                    Simon Miles   Detecting Causal Relationships in
                                  Simulation Models Using
                                  Intervention-based Counterfactual
                                  Analysis . . . . . . . . . . . . . . . . 47:1--47:??
              Ridho Rahmadi and   
                Perry Groot and   
                     Tom Heskes   Stable Specification Search in
                                  Structural Equation Models with Latent
                                  Variables  . . . . . . . . . . . . . . . 48:1--48:??
                    Yue Liu and   
                  Zheng Cai and   
               Chunchen Liu and   
                       Zhi Geng   Local Learning Approaches for Finding
                                  Effects of a Specified Cause and Their
                                  Causal Paths . . . . . . . . . . . . . . 49:1--49:??
                  Hao Zhang and   
              Shuigeng Zhou and   
                Jihong Guan and   
                Jun (Luke) Huan   Measuring Conditional Independence by
                                  Independent Residuals for Causal
                                  Discovery  . . . . . . . . . . . . . . . 50:1--50:??
                David Heckerman   Toward Accounting for Hidden Common
                                  Causes When Inferring Cause and Effect
                                  from Observational Data  . . . . . . . . 51:1--51:??
              Zhaolong Ling and   
                     Kui Yu and   
                   Hao Wang and   
                    Lin Liu and   
                   Wei Ding and   
                     Xindong Wu   BAMB: a Balanced Markov Blanket
                                  Discovery Approach to Feature Selection  52:1--52:??
             Yongshan Zhang and   
                     Jia Wu and   
                 Chuan Zhou and   
                 Zhihua Cai and   
                  Jian Yang and   
                   Philip S. Yu   Multi-View Fusion with Extreme Learning
                                  Machine for Clustering . . . . . . . . . 53:1--53:??
                Stephen Law and   
               Brooks Paige and   
                  Chris Russell   Take a Look Around: Using Street View
                                  and Satellite Images to Estimate House
                                  Prices . . . . . . . . . . . . . . . . . 54:1--54:??
               Ya-Lin Zhang and   
                   Jun Zhou and   
               Wenhao Zheng and   
                    Ji Feng and   
                 Longfei Li and   
                   Ziqi Liu and   
                    Ming Li and   
             Zhiqiang Zhang and   
              Chaochao Chen and   
                Xiaolong Li and   
             Yuan (Alan) Qi and   
                   Zhi-Hua Zhou   Distributed Deep Forest and its
                                  Application to Automatic Detection of
                                  Cash-Out Fraud . . . . . . . . . . . . . 55:1--55:??
                Ali Braytee and   
                    Wei Liu and   
                Ali Anaissi and   
                Paul J. Kennedy   Correlated Multi-label Classification
                                  with Incomplete Label Space and Class
                                  Imbalance  . . . . . . . . . . . . . . . 56:1--56:??
               Hamed Zamani and   
              Markus Schedl and   
                Paul Lamere and   
                 Ching-Wei Chen   An Analysis of Approaches Taken in the
                                  ACM RecSys Challenge 2018 for Automatic
                                  Music Playlist Continuation  . . . . . . 57:1--57:??
               Fulvio Corno and   
            Luigi De Russis and   
       Alberto Monge Roffarello   RecRules: Recommending IF--THEN Rules
                                  for End-User Development . . . . . . . . 58:1--58:??
            Luca Pappalardo and   
               Paolo Cintia and   
            Paolo Ferragina and   
          Emanuele Massucco and   
             Dino Pedreschi and   
                Fosca Giannotti   PlayeRank: Data-driven Performance
                                  Evaluation and Player Ranking in Soccer
                                  via a Machine Learning Approach  . . . . 59:1--59:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 10, Number 6, October, 2019

              Zhaolong Ning and   
                Peiran Dong and   
               Xiaojie Wang and   
    Joel J. P. C. Rodrigues and   
                       Feng Xia   Deep Reinforcement Learning for
                                  Vehicular Edge Computing: an Intelligent
                                  Offloading System  . . . . . . . . . . . 60:1--60:??
          Umair Ullah Tariq and   
                 Haider Ali and   
                     Lu Liu and   
         John Panneerselvam and   
                   Xiaojun Zhai   Energy-efficient Static Task Scheduling
                                  on VFI-based NoC--HMPSoCs for
                                  Intelligent Edge Devices in
                                  Cyber-physical Systems . . . . . . . . . 66:1--66:??
                Junhao Zhou and   
              Hong-Ning Dai and   
                       Hao Wang   Lightweight Convolution Neural Networks
                                  for Mobile Edge Computing in
                                  Transportation Cyber Physical Systems    67:1--67:??
               Wenjuan Tang and   
                     Ju Ren and   
                 Kuan Zhang and   
                 Deyu Zhang and   
               Yaoxue Zhang and   
          Xuemin (Sherman) Shen   Efficient and Privacy-preserving
                                  Fog-assisted Health Data Sharing Scheme  68:1--68:??
                     Jin Li and   
                    Tong Li and   
                  Zheli Liu and   
                  Xiaofeng Chen   Secure Deduplication System with Active
                                  Key Update and Its Application in IoT    69:1--69:??
                  Ying Zhao and   
                   Lei Wang and   
                  Shijie Li and   
              Fangfang Zhou and   
                 Xiaoru Lin and   
                   Qiang Lu and   
                        Lei Ren   A Visual Analysis Approach for
                                  Understanding Durability Test Data of
                                  Automotive Products  . . . . . . . . . . 70:1--70:??
          Milad Leyli-Abadi and   
          Allou samé and   
           Latifa Oukhellou and   
           Nicolas Cheifetz and   
              Pierre Mandel and   
Cédric Féliers and   
               Olivier Chesneau   Mixture of Joint Nonhomogeneous Markov
                                  Chains to Cluster and Model Water
                                  Consumption Behavior Sequences . . . . . 71:1--71:??


ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 11, Number 1, February, 2020

                Binbin Zhou and   
                   Sha Zhao and   
              Longbiao Chen and   
                 Shijian Li and   
                 Zhaohui Wu and   
                       Gang Pan   Forecasting Price Trend of Bulk
                                  Commodities Leveraging Cross-domain Open
                                  Data Fusion  . . . . . . . . . . . . . . 1:1--1:26
                  Yiqun Xie and   
                   Xun Zhou and   
                 Shashi Shekhar   Discovering Interesting Subpaths with
                                  Statistical Significance from
                                  Spatiotemporal Datasets  . . . . . . . . 2:1--2:24
                Ramon Lopes and   
Renato Assunção and   
           Rodrygo L. T. Santos   Graph-based Recommendation Meets Bayes
                                  and Similarity Measures  . . . . . . . . 3:1--3:26
         Sofia Amador Nelke and   
             Steven Okamoto and   
                     Roie Zivan   Market Clearing-based Dynamic
                                  Multi-agent Task Allocation  . . . . . . 4:1--4:25
              Marcin Waniek and   
         Tomasz P. Michalak and   
                Aamena Alshamsi   Strategic Attack & Defense in Security
                                  Diffusion Games  . . . . . . . . . . . . 5:1--5:35
               Jindong Wang and   
               Yiqiang Chen and   
                Wenjie Feng and   
                     Han Yu and   
                Meiyu Huang and   
                     Qiang Yang   Transfer Learning with Dynamic
                                  Distribution Adaptation  . . . . . . . . 6:1--6:25
          Benjamin D. Horne and   
    Jeppe Nòrregaard and   
                    Sibel Adali   Robust Fake News Detection Over Time and
                                  Attack . . . . . . . . . . . . . . . . . 7:1--7:23
                Menghai Pan and   
              Weixiao Huang and   
                  Yanhua Li and   
                   Xun Zhou and   
               Zhenming Liu and   
                   Rui Song and   
                     Hui Lu and   
               Zhihong Tian and   
                        Jun Luo   DHPA: Dynamic Human Preference Analytics
                                  Framework: a Case Study on Taxi Drivers'
                                  Learning Curve Analysis  . . . . . . . . 8:1--8:19
                  Meng Wang and   
                     Hui Li and   
               Jiangtao Cui and   
         Sourav S. Bhowmick and   
                       Ping Liu   FROST: Movement History-Conscious
                                  Facility Relocation  . . . . . . . . . . 9:1--9:26
                Tao-Yang Fu and   
                 Wang-Chien Lee   Trembr: Exploring Road Networks for
                                  Trajectory Representation Learning . . . 10:1--10:25
             Ghazaleh Beigi and   
               Jiliang Tang and   
                       Huan Liu   Social Science-guided Feature
                                  Engineering: a Novel Approach to Signed
                                  Link Analysis  . . . . . . . . . . . . . 11:1--11:27
                   Ping Luo and   
                    Kai Shu and   
                  Junjie Wu and   
                     Li Wan and   
                       Yong Tan   Exploring Correlation Network for
                                  Cheating Detection . . . . . . . . . . . 12:1--12:23

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 11, Number 2, March, 2020

                 Shuo Zhang and   
                Krisztian Balog   Web Table Extraction, Retrieval, and
                                  Augmentation: a Survey . . . . . . . . . 13:1--13:35
                    Lei Zhu and   
                      Xu Lu and   
              Zhiyong Cheng and   
                Jingjing Li and   
                 Huaxiang Zhang   Flexible Multi-modal Hashing for
                                  Scalable Multimedia Retrieval  . . . . . 14:1--14:20
               Erez Shmueli and   
                    Tamir Tassa   Mediated Secure Multi-Party Protocols
                                  for Collaborative Filtering  . . . . . . 15:1--15:25
      Samuel E. L. Oliveira and   
               Victor Diniz and   
             Anisio Lacerda and   
            Luiz Merschmanm and   
                Gisele L. Pappa   Is Rank Aggregation Effective in
                                  Recommender Systems? An Experimental
                                  Analysis . . . . . . . . . . . . . . . . 16:1--16:26
                    Juan Ye and   
               Simon Dobson and   
              Franco Zambonelli   XLearn: Learning Activity Labels across
                                  Heterogeneous Datasets . . . . . . . . . 17:1--17:28
          Hankz Hankui Zhuo and   
                Yantian Zha and   
       Subbarao Kambhampati and   
                       Xin Tian   Discovering Underlying Plans Based on
                                  Shallow Models . . . . . . . . . . . . . 18:1--18:30
            Chien-Chih Wang and   
             Kent Loong Tan and   
                   Chih-Jen Lin   Newton Methods for Convolutional Neural
                                  Networks . . . . . . . . . . . . . . . . 19:1--19:30
            Shih-Chia Huang and   
                 Da-Wei Jaw and   
                Bo-Hao Chen and   
                     Sy-Yen Kuo   Single Image Snow Removal Using Sparse
                                  Representation and Particle Swarm
                                  Optimizer  . . . . . . . . . . . . . . . 20:1--20:15
                  Wenhe Liu and   
              Xiaojun Chang and   
                  Ling Chen and   
                 Dinh Phung and   
              Xiaoqin Zhang and   
                    Yi Yang and   
         Alexander G. Hauptmann   Pair-based Uncertainty and Diversity
                                  Promoting Early Active Learning for
                                  Person Re-identification . . . . . . . . 21:1--21:15
                   Lei Chen and   
                  Zhiang Wu and   
                    Jie Cao and   
               Guixiang Zhu and   
                        Yong Ge   Travel Recommendation via Fusing
                                  Multi-Auxiliary Information into Matrix
                                  Factorization  . . . . . . . . . . . . . 22:1--22:24
        Ramon Fraga Pereira and   
                   Nir Oren and   
               Felipe Meneguzzi   Using Sub-Optimal Plan Detection to
                                  Identify Commitment Abandonment in
                                  Discrete Environments  . . . . . . . . . 23:1--23:26

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 11, Number 3, May, 2020

             Wei Emma Zhang and   
              Quan Z. Sheng and   
              Ahoud Alhazmi and   
                   Chenliang Li   Adversarial Attacks on Deep-learning
                                  Models in Natural Language Processing: a
                                  Survey . . . . . . . . . . . . . . . . . 24:1--24:41
                 Zhuang Liu and   
                  Keli Xiao and   
                     Bo Jin and   
                Kaiyu Huang and   
                Degen Huang and   
                   Yunxia Zhang   Unified Generative Adversarial Networks
                                  for Multiple-Choice Oriented Machine
                                  Comprehension  . . . . . . . . . . . . . 25:1--25:20
                 Ankit Shah and   
              Arunesh Sinha and   
             Rajesh Ganesan and   
             Sushil Jajodia and   
                      Hasan Cam   Two Can Play That Game: an Adversarial
                                  Evaluation of a Cyber-Alert Inspection
                                  System . . . . . . . . . . . . . . . . . 32:1--32:20
                    Adi Lin and   
                     Jie Lu and   
                 Junyu Xuan and   
                  Fujin Zhu and   
                Guangquan Zhang   A Causal Dirichlet Mixture Model for
                                  Causal Inference from Observational Data 33:1--33:29
                 Gengyu Lyu and   
                Songhe Feng and   
                  Yidong Li and   
                     Yi Jin and   
                 Guojun Dai and   
                   Congyan Lang   HERA: Partial Label Learning by
                                  Combining Heterogeneous Loss with Sparse
                                  and Low-Rank Regularization  . . . . . . 34:1--34:19
Gábor Horváth and   
        Edith Kovács and   
            Roland Molontay and   
       Szabolcs Nováczki   Copula-Based Anomaly Scoring and
                                  Localization for Large-Scale,
                                  High-Dimensional Continuous Data . . . . 26:1--26:26
                     Di Jin and   
                  Bingyi Li and   
               Pengfei Jiao and   
                Dongxiao He and   
                Hongyu Shan and   
                 Weixiong Zhang   Modeling with Node Popularities for
                                  Autonomous Overlapping Community
                                  Detection  . . . . . . . . . . . . . . . 27:1--27:23
                 Yawei Zhao and   
                  Qian Zhao and   
             Xingxing Zhang and   
                     En Zhu and   
                Xinwang Liu and   
                   Jianping Yin   Understand Dynamic Regret with Switching
                                  Cost for Online Decision Making  . . . . 28:1--28:21
               Xueliang Liu and   
                   Xun Yang and   
                  Meng Wang and   
                   Richang Hong   Deep Neighborhood Component Analysis for
                                  Visual Similarity Modeling . . . . . . . 29:1--29:15
                Heike Brock and   
                  Felix Law and   
           Kazuhiro Nakadai and   
                 Yuji Nagashima   Learning Three-dimensional Skeleton Data
                                  from Sign Language Video . . . . . . . . 30:1--30:24
                  Lei Zhang and   
              Yixiang Zhang and   
                 Xiaolong Zheng   WiSign: Ubiquitous American Sign
                                  Language Recognition Using Commercial
                                  Wi-Fi Devices  . . . . . . . . . . . . . 31:1--31:24
                 Udit Arora and   
        Hridoy Sankar Dutta and   
                Brihi Joshi and   
              Aditya Chetan and   
             Tanmoy Chakraborty   Analyzing and Detecting Collusive Users
                                  Involved in Blackmarket Retweeting
                                  Activities . . . . . . . . . . . . . . . 35:1--35:24

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 11, Number 4, July, 2020

                    Rui Yao and   
               Guosheng Lin and   
               Shixiong Xia and   
                 Jiaqi Zhao and   
                      Yong Zhou   Video Object Segmentation and Tracking:
                                  a Survey . . . . . . . . . . . . . . . . 36:1--36:47
             Yingying Zhang and   
                  Quan Fang and   
            Shengsheng Qian and   
                  Changsheng Xu   Knowledge-aware Attentive Wasserstein
                                  Adversarial Dialogue Response Generation 37:1--37:20
           Sidney A. Feygin and   
         Jessica R. Lazarus and   
         Edward H. Forscher and   
 Valentine Golfier-Vetterli and   
            Jonathan W. Lee and   
             Abhishek Gupta and   
          Rashid A. Waraich and   
       Colin J. R. Sheppard and   
             Alexandre M. Bayen   BISTRO: Berkeley Integrated System for
                                  Transportation Optimization  . . . . . . 38:1--38:27
                    Hui Liu and   
                 Haiou Wang and   
                     Yan Wu and   
                       Lei Xing   Superpixel Region Merging Based on Deep
                                  Network for Medical Image Segmentation   39:1--39:22
              Divya Singhal and   
              Abhinav Gupta and   
            Anurag Tripathi and   
                   Ravi Kothari   CNN-based Multiple Manipulation Detector
                                  Using Frequency Domain Features of Image
                                  Residuals  . . . . . . . . . . . . . . . 40:1--40:26
                     Lin Li and   
                  Weike Pan and   
                     Zhong Ming   CoFi-points: Collaborative Filtering via
                                  Pointwise Preference Learning on
                                  User/Item-Set  . . . . . . . . . . . . . 41:1--41:24
                    Jing Ma and   
                    Wei Gao and   
                Shafiq Joty and   
                   Kam-Fai Wong   An Attention-based Rumor Detection Model
                                  with Tree-structured Recursive Neural
                                  Networks . . . . . . . . . . . . . . . . 42:1--42:28
               Jun-Zhe Wang and   
              Yi-Cheng Chen and   
              Wen-Yueh Shih and   
                   Lin Yang and   
                Yu-Shao Liu and   
                Jiun-Long Huang   Mining High-utility Temporal Patterns on
                                  Time Interval-based Data . . . . . . . . 43:1--43:31
                  Hanrui Wu and   
                Yuguang Yan and   
              Michael K. Ng and   
                     Qingyao Wu   Domain-attention Conditional Wasserstein
                                  Distance for Multi-source Domain
                                  Adaptation . . . . . . . . . . . . . . . 44:1--44:19
                Jungeun Kim and   
                Jae-Gil Lee and   
              Byung Suk Lee and   
                     Jiajun Liu   Geosocial Co-Clustering: a Novel
                                  Framework for Geosocial Community
                                  Detection  . . . . . . . . . . . . . . . 45:1--45:26
                Yapei Huang and   
                   Yun Tian and   
                 Zhijie Liu and   
                Xiaowei Jin and   
                  Yanan Liu and   
               Shifeng Zhao and   
                     Daxin Tian   A Traffic Density Estimation Model Based
                                  on Crowdsourcing Privacy Protection  . . 46:1--46:18
                   Min Wang and   
               Congyan Lang and   
               Liqian Liang and   
                Songhe Feng and   
                   Tao Wang and   
                     Yutong Gao   End-to-End Text-to-Image Synthesis with
                                  Spatial Constrains . . . . . . . . . . . 47:1--47:19
                 Guang Wang and   
                  Fan Zhang and   
                 Huijun Sun and   
                  Yang Wang and   
                  Desheng Zhang   Understanding the Long-Term Evolution of
                                  Electric Taxi Networks: a Longitudinal
                                  Measurement Study on Mobility and
                                  Charging Patterns  . . . . . . . . . . . 48:1--48:27
                Xiang Zhang and   
                   Lina Yao and   
              Chaoran Huang and   
                     Tao Gu and   
                 Zheng Yang and   
                     Yunhao Liu   DeepKey: a Multimodal Biometric
                                  Authentication System via Deep Decoding
                                  Gaits and Brainwaves . . . . . . . . . . 49:1--49:24

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 11, Number 5, September, 2020

             Garrett Wilson and   
                  Diane J. Cook   A Survey of Unsupervised Deep Domain
                                  Adaptation . . . . . . . . . . . . . . . 51:1--51:46
              Chaochao Chen and   
                   Jun Zhou and   
                 Bingzhe Wu and   
               Wenjing Fang and   
                    Li Wang and   
                    Yuan Qi and   
                  Xiaolin Zheng   Practical Privacy Preserving POI
                                  Recommendation . . . . . . . . . . . . . 52:1--52:20
          Nikhil Muralidhar and   
             Anika Tabassum and   
              Liangzhe Chen and   
        Supriya Chinthavali and   
         Naren Ramakrishnan and   
              B. Aditya Prakash   Cut-n-Reveal: Time Series Segmentations
                                  with Explanations  . . . . . . . . . . . 53:1--53:26
               Jizhou Huang and   
               Haifeng Wang and   
                  Wei Zhang and   
                       Ting Liu   Multi-Task Learning for Entity
                                  Recommendation and Document Ranking in
                                  Web Search . . . . . . . . . . . . . . . 54:1--54:24
            Ahmad Albaqsami and   
         Maryam S. Hosseini and   
            Masoomeh Jasemi and   
              Nader Bagherzadeh   Adaptive HTF-MPR: an Adaptive
                                  Heterogeneous TensorFlow Mapper
                                  Utilizing Bayesian Optimization and
                                  Genetic Algorithms . . . . . . . . . . . 55:1--55:25
                    Rui Liu and   
                  Runze Liu and   
            Andrea Pugliese and   
             V. S. Subrahmanian   STARS: Defending against
                                  Sockpuppet-Based Targeted Attacks on
                                  Reviewing Systems  . . . . . . . . . . . 56:1--56:25
               Yuxiang Zhou and   
                Lejian Liao and   
                   Yang Gao and   
                Heyan Huang and   
                    Xiaochi Wei   A Discriminative Convolutional Neural
                                  Network with Context-aware Attention . . 57:1--57:21
              Chenglong Dai and   
                 Dechang Pi and   
             Stefanie I. Becker   Shapelet-transformed Multi-channel EEG
                                  Channel Selection  . . . . . . . . . . . 58:1--58:27
      Munkh-Erdene Yadamjav and   
                Zhifeng Bao and   
               Baihua Zheng and   
       Farhana M. Choudhury and   
                    Hanan Samet   Querying Recurrent Convoys over
                                  Trajectory Data  . . . . . . . . . . . . 59:1--59:24
               Xiaoguang Tu and   
                   Zheng Ma and   
                  Jian Zhao and   
                 Guodong Du and   
                    Mei Xie and   
                    Jiashi Feng   Learning Generalizable and
                                  Identity-Discriminative Representations
                                  for Face Anti-Spoofing . . . . . . . . . 60:1--60:19
                  Qing Tian and   
             Wenqiang Zhang and   
                   Meng Cao and   
                Liping Wang and   
               Songcan Chen and   
                      Hujun Yin   Moment-Guided Discriminative Manifold
                                  Correlation Learning on Ordinal Data . . 61:1--61:18
                   Kun Yuan and   
                Guannan Liu and   
                  Junjie Wu and   
                      Hui Xiong   Dancing with Trump in the Stock Market:
                                  a Deep Information Echoing Model . . . . 62:1--62:22
             Eddy Maddalena and   
Luis-Daniel Ibáñez and   
                  Elena Simperl   Mapping Points of Interest Through
                                  Street View Imagery and Paid
                                  Crowdsourcing  . . . . . . . . . . . . . 63:1--63:28

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 11, Number 6, November, 2020

                   Tong Xia and   
                    Yong Li and   
                   Jie Feng and   
                 Depeng Jin and   
                 Qing Zhang and   
              Hengliang Luo and   
                   Qingmin Liao   DeepApp: Predicting Personalized
                                  Smartphone App Usage via Context-Aware
                                  Multi-Task Learning  . . . . . . . . . . 64:1--64:12
                 Zimu Zheng and   
                     Jie Pu and   
                Linghui Liu and   
                   Dan Wang and   
              Xiangming Mei and   
                  Sen Zhang and   
                     Quanyu Dai   Contextual Anomaly Detection in Solder
                                  Paste Inspection with Multi-Task
                                  Learning . . . . . . . . . . . . . . . . 65:1--65:17
                Sharon Levy and   
               Wenhan Xiong and   
          Elizabeth Belding and   
              William Yang Wang   SafeRoute: Learning to Navigate Streets
                                  Safely in an Urban Environment . . . . . 66:1--66:17
             Zohaib Md. Jan and   
                  Brijesh Verma   Multiple Elimination of Base Classifiers
                                  in Ensemble Learning Using Accuracy and
                                  Diversity Comparisons  . . . . . . . . . 67:1--67:17
             Bayu Adhi Tama and   
              Marco Comuzzi and   
                   Jonghyeon Ko   An Empirical Investigation of Different
                                  Classifiers, Encoding, and Ensemble
                                  Schemes for Next Event Prediction Using
                                  Business Process Event Logs  . . . . . . 68:1--68:34
         Debopriyo Banerjee and   
 Krothapalli Sreenivasa Rao and   
               Shamik Sural and   
                  Niloy Ganguly   BOXREC: Recommending a Box of Preferred
                                  Outfits in Online Shopping . . . . . . . 69:1--69:28
                     Pan Li and   
             Alexander Tuzhilin   Latent Unexpected Recommendations  . . . 70:1--70:25
        Carlos Eiras-Franco and   
 David Martínez-Rego and   
             Leslie Kanthan and   
César Piñeiro and   
          Antonio Bahamonde and   
Bertha Guijarro-Berdiñas and   
         Amparo Alonso-Betanzos   Fast Distributed $k$ NN Graph
                                  Construction Using Auto-tuned
                                  Locality-sensitive Hashing . . . . . . . 71:1--71:18
                  Junwei Li and   
                      Le Wu and   
               Richang Hong and   
                  Kun Zhang and   
                    Yong Ge and   
                         Yan Li   A Joint Neural Model for User Behavior
                                  Prediction on Social Networking
                                  Platforms  . . . . . . . . . . . . . . . 72:1--72:25
                 Moshe Mash and   
              Roy Fairstein and   
             Yoram Bachrach and   
                   Kobi Gal and   
                      Yair Zick   Human-computer Coalition Formation in
                                  Weighted Voting Games  . . . . . . . . . 73:1--73:20
             Xiu Susie Fang and   
              Quan Z. Sheng and   
               Xianzhi Wang and   
             Wei Emma Zhang and   
             Anne H. H. Ngu and   
                      Jian Yang   From Appearance to Essence: Comparing
                                  Truth Discovery Methods without Using
                                  Ground Truth . . . . . . . . . . . . . . 74:1--74:24


ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 12, Number 1, February, 2021

              Jens Adamczak and   
             Yashar Deldjoo and   
Farshad Bakhshandegan Moghaddam and   
                Peter Knees and   
         Gerard-Paul Leyson and   
                Philipp Monreal   Session-based Hotel Recommendations
                                  Dataset: As part of the ACM Recommender
                                  System Challenge 2019  . . . . . . . . . 1:1--1:20
                   Di Jiang and   
               Yongxin Tong and   
              Yuanfeng Song and   
                 Xueyang Wu and   
                Weiwei Zhao and   
                Jinhua Peng and   
             Rongzhong Lian and   
                    Qian Xu and   
                     Qiang Yang   Industrial Federated Topic Modeling  . . 2:1--2:22
              Mingxing Duan and   
                   Kenli Li and   
                   Keqin Li and   
                        Qi Tian   A Novel Multi-task Tensor Correlation
                                  Neural Network for Facial Attribute
                                  Prediction . . . . . . . . . . . . . . . 3:1--3:22
                 Caixia Yan and   
              Xiaojun Chang and   
                 Minnan Luo and   
              Qinghua Zheng and   
              Xiaoqin Zhang and   
                  Zhihui Li and   
                    Feiping Nie   Self-weighted Robust LDA for Multiclass
                                  Classification with Edge Classes . . . . 4:1--4:19
                 Junyu Xuan and   
                     Jie Lu and   
                Guangquan Zhang   Bayesian Nonparametric Unsupervised
                                  Concept Drift Detection for Data Stream
                                  Mining . . . . . . . . . . . . . . . . . 5:1--5:22
          Mohamed Bouguessa and   
                   Khaled Nouri   BiNeTClus: Bipartite Network Community
                                  Detection Based on Transactional
                                  Clustering . . . . . . . . . . . . . . . 6:1--6:26
                  Adil Alim and   
                Jin-Hee Cho and   
                      Feng Chen   CSL+: Scalable Collective Subjective
                                  Logic under Multidimensional Uncertainty 7:1--7:26
                Chih-Te Lai and   
                Cheng-Te Li and   
                    Shou-De Lin   Deep Energy Factorization Model for
                                  Demographic Prediction . . . . . . . . . 8:1--8:16
                   Shuo Liu and   
              Mingliang Gao and   
                 Vijay John and   
                  Zheng Liu and   
                    Erik Blasch   Deep Learning Thermal Image Translation
                                  for Night Vision Perception  . . . . . . 9:1--9:18
                   Wendi Wu and   
                 Yawei Zhao and   
                     En Zhu and   
                Xinwang Liu and   
             Xingxing Zhang and   
                Lailong Luo and   
              Shixiong Wang and   
                   Jianping Yin   A Theoretical Revisit to Linear
                                  Convergence for Saddle Point Problems    10:1--10:17
            Meng-Xiang Wang and   
             Wang-Chien Lee and   
                Tao-Yang Fu and   
                          Ge Yu   On Representation Learning for Road
                                  Networks . . . . . . . . . . . . . . . . 11:1--11:27
                  Yiyi Zhou and   
                Rongrong Ji and   
                 Jinsong Su and   
                    Jiaquan Yao   Uncovering Media Bias via Social Network
                                  Learning . . . . . . . . . . . . . . . . 12:1--12:12
                 Guang Wang and   
                Zhihan Fang and   
               Xiaoyang Xie and   
                 Shuai Wang and   
                 Huijun Sun and   
                  Fan Zhang and   
                Yunhuai Liu and   
                  Desheng Zhang   Pricing-aware Real-time Charging
                                  Scheduling and Charging Station
                                  Expansion for Large-scale Electric Buses 13:1--13:26

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 12, Number 2, March, 2021

                    Bin Guo and   
                   Hao Wang and   
                 Yasan Ding and   
                     Wei Wu and   
               Shaoyang Hao and   
                  Yueqi Sun and   
                      Zhiwen Yu   Conditional Text Generation for
                                  Harmonious Human-Machine Interaction . . 14:1--14:50
           Mauajama Firdaus and   
               Nidhi Thakur and   
                     Asif Ekbal   Aspect-Aware Response Generation for
                                  Multimodal Dialogue System . . . . . . . 15:1--15:33
                Yoonji Baek and   
                   Unil Yun and   
                 Heonho Kim and   
                  Hyoju Nam and   
                Hyunsoo Kim and   
         Jerry Chun-Wei Lin and   
                     Bay Vo and   
                 Witold Pedrycz   RHUPS: Mining Recent High Utility
                                  Patterns with Sliding Window-based
                                  Arrival Time Control over Data Streams   16:1--16:27
               Felix Winter and   
                  Nysret Musliu   Constraint-based Scheduling for Paint
                                  Shops in the Automotive Supply Industry  17:1--17:25
            Jessamyn Dahmen and   
                  Diane J. Cook   Indirectly Supervised Anomaly Detection
                                  of Clinically Meaningful Health Events
                                  from Smart Home Data . . . . . . . . . . 18:1--18:18
            Masoud Mansoury and   
                Robin Burke and   
               Bamshad Mobasher   Flatter Is Better: Percentile
                                  Transformations for Recommender Systems  19:1--19:16
                   Zeyu Cui and   
                    Feng Yu and   
                     Shu Wu and   
                  Qiang Liu and   
                     Liang Wang   Disentangled Item Representation for
                                  Recommender Systems  . . . . . . . . . . 20:1--20:20
                 Sarwan Ali and   
    Muhammad Haroon Shakeel and   
            Imdadullah Khan and   
        Safiullah Faizullah and   
             Muhammad Asad Khan   Predicting Attributes of Nodes Using
                                  Network Structure  . . . . . . . . . . . 21:1--21:23
                  Jiali Mao and   
                  Jiaye Liu and   
                Cheqing Jin and   
                    Aoying Zhou   Feature Grouping-based Trajectory
                                  Outlier Detection over Distributed
                                  Streams  . . . . . . . . . . . . . . . . 22:1--22:23
                  Zijian Li and   
                 Ruichu Cai and   
                Hong Wei Ng and   
          Marianne Winslett and   
               Tom Z. J. Fu and   
                   Boyan Xu and   
               Xiaoyan Yang and   
                  Zhenjie Zhang   Causal Mechanism Transfer Network for
                                  Time Series Domain Adaptation in
                                  Mechanical Systems . . . . . . . . . . . 23:1--23:21
             Md Abul Bashar and   
                    Richi Nayak   Active Learning for Effectively
                                  Fine-Tuning Transfer Learning to
                                  Downstream Task  . . . . . . . . . . . . 24:1--24:24
               Jianguo Chen and   
                   Kenli Li and   
                   Keqin Li and   
               Philip S. Yu and   
                      Zeng Zeng   Dynamic Planning of Bicycle Stations in
                                  Dockless Public Bicycle-sharing System
                                  Using Gated Graph Neural Network . . . . 25:1--25:22
                Qianli Zhou and   
                Tianrui Hui and   
                  Rong Wang and   
                 Haimiao Hu and   
                         Si Liu   Attentive Excitation and Aggregation for
                                  Bilingual Referring Image Segmentation   26:1--26:17

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 12, Number 3, July, 2021

                 Wanqiu Cui and   
                 Junping Du and   
                 Dawei Wang and   
                 Feifei Kou and   
                        Zhe Xue   MVGAN: Multi-View Graph Attention
                                  Network for Social Event Detection . . . 27:1--27:24
                    Yan Liu and   
                    Bin Guo and   
               Daqing Zhang and   
           Djamal Zeghlache and   
               Jingmin Chen and   
                Sizhe Zhang and   
                   Dan Zhou and   
                 Xinlei Shi and   
                      Zhiwen Yu   MetaStore: a Task-adaptative
                                  Meta-learning Model for Optimal Store
                                  Placement with Multi-city Knowledge
                                  Transfer . . . . . . . . . . . . . . . . 28:1--28:23
                  Munish Bhatia   Intelligent System of Game-Theory-Based
                                  Decision Making in Smart Sports Industry 29:1--29:23
                   Di Jiang and   
                Conghui Tan and   
                Jinhua Peng and   
               Chaotao Chen and   
                 Xueyang Wu and   
                Weiwei Zhao and   
              Yuanfeng Song and   
               Yongxin Tong and   
                  Chang Liu and   
                    Qian Xu and   
                 Qiang Yang and   
                        Li Deng   A GDPR-compliant Ecosystem for Speech
                                  Recognition with Transfer, Federated,
                                  and Evolutionary Learning  . . . . . . . 30:1--30:19
        Nour Eldin Elmadany and   
                  Yifeng He and   
                      Ling Guan   Improving Action Recognition via
                                  Temporal and Complementary Learning  . . 31:1--31:24
                  Yukai Shi and   
                  Sen Zhang and   
              Chenxing Zhou and   
              Xiaodan Liang and   
               Xiaojun Yang and   
                      Liang Lin   GTAE: Graph Transformer-Based
                                  Auto-Encoders for Linguistic-Constrained
                                  Text Style Transfer  . . . . . . . . . . 32:1--32:16
               Chunyong Yin and   
                 Haoqi Cuan and   
                 Yuhang Zhu and   
                    Zhichao Yin   Improved Fake Reviews Detection Model
                                  Based on Vertical Ensemble Tri-Training
                                  and Active Learning  . . . . . . . . . . 33:1--33:19
               Amulya Gupta and   
                      Zhu Zhang   Vector-Quantization-Based Topic Modeling 34:1--34:30
                  Shilei Li and   
                    Meng Li and   
               Jiongming Su and   
               Shaofei Chen and   
                Zhimin Yuan and   
                        Qing Ye   PP-PG: Combining Parameter Perturbation
                                  with Policy Gradient Methods for
                                  Effective and Efficient Explorations in
                                  Deep Reinforcement Learning  . . . . . . 35:1--35:21
           Thanh Phuoc Hong and   
                      Ling Guan   A Scale and Rotational Invariant
                                  Key-point Detector based on Sparse
                                  Coding . . . . . . . . . . . . . . . . . 36:1--36:19

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 12, Number 4, August, 2021

              Zhenchang Xia and   
                     Jia Wu and   
                  Libing Wu and   
               Yanjiao Chen and   
                  Jian Yang and   
                   Philip S. Yu   A Comprehensive Survey of the Key
                                  Technologies and Challenges Surrounding
                                  Vehicular Ad Hoc Networks  . . . . . . . 37:1--37:30
                Jiajie Tian and   
                 Qihao Tang and   
                     Rui Li and   
                   Zhu Teng and   
              Baopeng Zhang and   
                   Jianping Fan   A Camera Identity-guided Distribution
                                  Consistency Method for Unsupervised
                                  Multi-target Domain Person
                                  Re-identification  . . . . . . . . . . . 38:1--38:18
              Huandong Wang and   
                    Yong Li and   
                  Gang Wang and   
                     Depeng Jin   Linking Multiple User Identities of
                                  Multiple Services from Massive Mobility
                                  Traces . . . . . . . . . . . . . . . . . 39:1--39:28
              Xiangjun Shen and   
                     Kou Lu and   
                Sumet Mehta and   
             Jianming Zhang and   
                Weifeng Liu and   
               Jianping Fan and   
                   Zhengjun Zha   MKEL: Multiple Kernel Ensemble Learning
                                  via Unified Ensemble Loss for Image
                                  Classification . . . . . . . . . . . . . 40:1--40:21
                 Guodao Sun and   
                     Hao Wu and   
                    Lin Zhu and   
                Chaoqing Xu and   
               Haoran Liang and   
                  Binwei Xu and   
                  Ronghua Liang   VSumVis: Interactive Visual
                                  Understanding and Diagnosis of Video
                                  Summarization Model  . . . . . . . . . . 41:1--41:28
                Daheng Wang and   
               Qingkai Zeng and   
           Nitesh V. Chawla and   
                     Meng Jiang   Modeling Complementarity in Behavior
                                  Data with Multi-Type Itemset Embedding   42:1--42:25
                 Anbu Huang and   
                   Yang Liu and   
              Tianjian Chen and   
               Yongkai Zhou and   
                   Quan Sun and   
              Hongfeng Chai and   
                     Qiang Yang   StarFL: Hybrid Federated Learning
                                  Architecture for Smart Urban Computing   43:1--43:23
Stanley Ebhohimhen Abhadiomhen and   
               Zhiyang Wang and   
              Xiangjun Shen and   
                   Jianping Fan   Multiview Common Subspace Clustering via
                                  Coupled Low Rank Representation  . . . . 44:1--44:25
             Reyhan Aydogan and   
     Özgür Kafali and   
              Furkan Arslan and   
        Catholijn M. Jonker and   
              Munindar P. Singh   Nova: Value-based Negotiation of Norms   45:1--45:29
              Marco Bozzano and   
         Alessandro Cimatti and   
                   Marco Roveri   A Comprehensive Approach to On-board
                                  Autonomy Verification and Validation . . 46:1--46:29
       Etienne Gael Tajeuna and   
          Mohamed Bouguessa and   
                  Shengrui Wang   Mining Customers' Changeable Electricity
                                  Consumption for Effective Load
                                  Forecasting  . . . . . . . . . . . . . . 47:1--47:26
                    Teng Fu and   
             Guido Zampieri and   
              David Hodgson and   
            Claudio Angione and   
                    Yifeng Zeng   Modeling Customer Experience in a
                                  Contact Center through Process Log
                                  Mining . . . . . . . . . . . . . . . . . 48:1--48:21
    Amin Vahedian Khezerlou and   
                   Xun Zhou and   
                   Xinyi Li and   
             W. Nick Street and   
                      Yanhua Li   DILSA+: Predicting Urban Dispersal
                                  Events through Deep Survival Analysis
                                  with Enhanced Urban Features . . . . . . 49:1--49:25
                 Chenyu Hou and   
                    Bin Cao and   
                 Sijie Ruan and   
                       Jing Fan   TLDS: a Transfer-Learning-Based Delivery
                                  Station Location Selection Pipeline  . . 50:1--50:24
                    Qi Zhao and   
               Chuqiao Chen and   
               Guangcan Liu and   
               Qingshan Liu and   
                 Shengyong Chen   Parallel Connected LSTM for Matrix
                                  Sequence Prediction with Elusive
                                  Correlations . . . . . . . . . . . . . . 51:1--51:16

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 12, Number 5, October, 2021

              Changsen Yuan and   
                Heyan Huang and   
                     Chong Feng   Multi-Graph Cooperative Learning Towards
                                  Distant Supervised Relation Extraction   52:1--52:21
            Sneha Chaudhari and   
               Varun Mithal and   
            Gungor Polatkan and   
                 Rohan Ramanath   An Attentive Survey of Attention Models  53:1--53:32
                   Qiong Wu and   
                  Adam Hare and   
                 Sirui Wang and   
                   Yuwei Tu and   
               Zhenming Liu and   
     Christopher G. Brinton and   
                      Yanhua Li   BATS: a Spectral Biclustering Approach
                                  to Single Document Topic Modeling and
                                  Segmentation . . . . . . . . . . . . . . 54:1--54:29
                Yisheng Zhu and   
                     Hu Han and   
               Guangcan Liu and   
                   Qingshan Liu   Collaborative Local-Global Learning for
                                  Temporal Action Proposal . . . . . . . . 55:1--55:14
             Congliang Chen and   
                    Li Shen and   
               Haozhi Huang and   
                        Wei Liu   Quantized Adam with Error Feedback . . . 56:1--56:26
                 Jinjin Guo and   
                Zhiguo Gong and   
                   Longbing Cao   dhCM: Dynamic and Hierarchical Event
                                  Categorization and Discovery for Social
                                  Media Stream . . . . . . . . . . . . . . 57:1--57:25
                 Yuan Cheng and   
                Yuchao Yang and   
               Hai-Bao Chen and   
                  Ngai Wong and   
                         Hao Yu   S3-Net: a Fast Scene Understanding
                                  Network by Single-Shot Segmentation for
                                  Autonomous Driving . . . . . . . . . . . 58:1--58:19
                 Chuanbo Hu and   
                Minglei Yin and   
                    Bin Liu and   
                     Xin Li and   
                     Yanfang Ye   Identifying Illicit Drug Dealers on
                                  Instagram with Large-scale Multimodal
                                  Data Fusion  . . . . . . . . . . . . . . 59:1--59:23
                   Min Wang and   
               Congyan Lang and   
               Liqian Liang and   
                Songhe Feng and   
                   Tao Wang and   
                     Yutong Gao   Fine-Grained Semantic Image Synthesis
                                  with Object-Attention Generative
                                  Adversarial Network  . . . . . . . . . . 60:1--60:18
                Shengwei Ji and   
                Chenyang Bu and   
                     Lei Li and   
                     Xindong Wu   Local Graph Edge Partitioning  . . . . . 61:1--61:25
                  Yiqun Xie and   
                Xiaowei Jia and   
             Shashi Shekhar and   
                    Han Bao and   
                       Xun Zhou   Significant DBSCAN+: Statistically
                                  Robust Density-based Clustering  . . . . 62:1--62:26
                Xingjian Li and   
                Haoyi Xiong and   
                  Zeyu Chen and   
                   Jun Huan and   
             Cheng-Zhong Xu and   
                     Dejing Dou   ``In-Network Ensemble'': Deep Ensemble
                                  Learning with Diversified Knowledge
                                  Distillation . . . . . . . . . . . . . . 63:1--63:19
        Hridoy Sankar Dutta and   
          Mayank Jobanputra and   
                Himani Negi and   
             Tanmoy Chakraborty   Detecting and Analyzing Collusive
                                  Entities on YouTube  . . . . . . . . . . 64:1--64:28
                    Yu Wang and   
                Yuelin Wang and   
                   Kai Dang and   
                    Jie Liu and   
                       Zhuo Liu   A Comprehensive Survey of Grammatical
                                  Error Correction . . . . . . . . . . . . 65:1--65:51
        Georgios Koutroulis and   
                 Leo Botler and   
               Belgin Mutlu and   
              Konrad Diwold and   
             Kay Römer and   
                     Roman Kern   KOMPOS: Connecting Causal Knots in Large
                                  Nonlinear Time Series with
                                  Non-Parametric Regression Splines  . . . 66:1--66:27

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 12, Number 6, December, 2021

              Senzhang Wang and   
                Junbo Zhang and   
                  Yanjie Fu and   
                        Yong Li   ACM TIST Special Issue on Deep Learning
                                  for Spatio-Temporal Data: Part 1 . . . . 67:1--67:3
                 Ling Huang and   
              Xing-Xing Liu and   
            Shu-Qiang Huang and   
            Chang-Dong Wang and   
                     Wei Tu and   
               Jia-Meng Xie and   
                 Shuai Tang and   
                      Wendi Xie   Temporal Hierarchical Graph Attention
                                  Network for Traffic Prediction . . . . . 68:1--68:21
                 Haoyi Zhou and   
                   Hao Peng and   
                 Jieqi Peng and   
                Shuai Zhang and   
                     Jianxin Li   POLLA: Enhancing the Local Structure
                                  Awareness in Long Sequence
                                  Spatial-temporal Modeling  . . . . . . . 69:1--69:24
               Shaojie Qiao and   
                    Nan Han and   
              Jianbin Huang and   
                    Kun Yue and   
                    Rui Mao and   
               Hongping Shu and   
                   Qiang He and   
                     Xindong Wu   A Dynamic Convolutional Neural Network
                                  Based Shared-Bike Demand Forecasting
                                  Model  . . . . . . . . . . . . . . . . . 70:1--70:24
          Fayaz Ali Dharejo and   
                Farah Deeba and   
              Yuanchun Zhou and   
                Bhagwan Das and   
           Munsif Ali Jatoi and   
            Muhammad Zawish and   
                      Yi Du and   
                    Xuezhi Wang   TWIST-GAN: Towards Wavelet Transform and
                                  Transferred GAN for Spatio-Temporal
                                  Single Image Super Resolution  . . . . . 71:1--71:20
                   Yifan He and   
                    Zhao Li and   
                     Lei Fu and   
                 Anhui Wang and   
                 Peng Zhang and   
              Shuigeng Zhou and   
                   Ji Zhang and   
                        Ting Yu   TARA-Net: a Fusion Network for Detecting
                                  Takeaway Rider Accidents . . . . . . . . 72:1--72:19
                Tianlun Dai and   
                   Bohan Li and   
                 Ziqiang Yu and   
             Xiangrong Tong and   
                  Meng Chen and   
                      Gang Chen   PARP: a Parallel Traffic Condition
                                  Driven Route Planning Model on Dynamic
                                  Road Networks  . . . . . . . . . . . . . 73:1--73:24
               Pengzhan Guo and   
                  Keli Xiao and   
                  Zeyang Ye and   
                        Wei Zhu   Route Optimization via Environment-Aware
                                  Deep Network and Reinforcement Learning  74:1--74:21
                  Jiajie Xu and   
                  Saijun Xu and   
                   Rui Zhou and   
               Chengfei Liu and   
                     An Liu and   
                       Lei Zhao   TAML: a Traffic-aware Multi-task
                                  Learning Model for Estimating Travel
                                  Time . . . . . . . . . . . . . . . . . . 75:1--75:14
               Jayant Gupta and   
                Carl Molnar and   
                  Yiqun Xie and   
                 Joe Knight and   
                 Shashi Shekhar   Spatial Variability Aware Deep Neural
                                  Networks (SVANN): a General Approach . . 76:1--76:21
David Alexander Tedjopurnomo and   
                Xiucheng Li and   
                Zhifeng Bao and   
                   Gao Cong and   
          Farhana Choudhury and   
                      A. K. Qin   Similar Trajectory Search with
                                  Spatio-Temporal Deep Representation
                                  Learning . . . . . . . . . . . . . . . . 77:1--77:26
                   Shuo Tao and   
              Jingang Jiang and   
                  Defu Lian and   
                  Kai Zheng and   
                    Enhong Chen   Predicting Human Mobility with
                                  Reinforcement-Learning-Based Long-Term
                                  Periodicity Modeling . . . . . . . . . . 78:1--78:23
          Martin Strohmeier and   
              Matthew Smith and   
            Vincent Lenders and   
                Ivan Martinovic   Classi-Fly: Inferring Aircraft
                                  Categories from Open Data  . . . . . . . 79:1--79:23
                   Jie Qiao and   
                 Ruichu Cai and   
                  Kun Zhang and   
              Zhenjie Zhang and   
                    Zhifeng Hao   Causal Discovery with Confounding
                                  Cascade Nonlinear Additive Noise Models  80:1--80:28
               Paolo Notaro and   
              Jorge Cardoso and   
                 Michael Gerndt   A Survey of AIOps Methods for Failure
                                  Management . . . . . . . . . . . . . . . 81:1--81:45
                 Jiaqi Zhao and   
                  Yong Zhou and   
                   Boyu Shi and   
              Jingsong Yang and   
                   Di Zhang and   
                        Rui Yao   Multi-Stage Fusion and Multi-Source
                                  Attention Network for Multi-Modal Remote
                                  Sensing Image Segmentation . . . . . . . 82:1--82:20


ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 13, Number 1, February, 2022

                  Kai Zheng and   
                    Yong Li and   
              Cyrus Shahabi and   
                    Hongzhi Yin   Introduction to the Special Issue on
                                  Intelligent Trajectory Analytics: Part I 1:1--1:2
              Yuandong Wang and   
                Hongzhi Yin and   
                  Tong Chen and   
               Chunyang Liu and   
                   Ben Wang and   
                  Tianyu Wo and   
                         Jie Xu   Passenger Mobility Prediction via
                                  Representation Learning for Dynamic
                                  Directed and Weighted Graphs . . . . . . 2:1--2:25
             Wen-Cheng Chen and   
               Wan-Lun Tsai and   
             Huan-Hua Chang and   
                Min-Chun Hu and   
                     Wei-Ta Chu   Instant Basketball Defensive Trajectory
                                  Generation . . . . . . . . . . . . . . . 3:1--3:20
                   Fan Zhou and   
                Pengyu Wang and   
                   Xovee Xu and   
                 Wenxin Tai and   
                Goce Trajcevski   Contrastive Trajectory Learning for Tour
                                  Recommendation . . . . . . . . . . . . . 4:1--4:25
                  Meng Chen and   
                Qingjie Liu and   
              Weiming Huang and   
                 Teng Zhang and   
                 Yixuan Zuo and   
                     Xiaohui Yu   Origin-Aware Location Prediction Based
                                  on Historical Vehicle Trajectories . . . 5:1--5:18
   Christoffer Löffler and   
                  Luca Reeb and   
             Daniel Dzibela and   
           Robert Marzilger and   
               Nicolas Witt and   
     Björn M. Eskofier and   
          Christopher Mutschler   Deep Siamese Metric Learning: a Highly
                                  Scalable Approach to Searching Unordered
                                  Sets of Trajectories . . . . . . . . . . 6:1--6:23
                   Heli Sun and   
               Xianglan Guo and   
                  Zhou Yang and   
                Xuguang Chu and   
                Xinwang Liu and   
                       Liang He   Predicting Future Locations with
                                  Semantic Trajectories  . . . . . . . . . 7:1--7:20
                    Hui Luo and   
                Zhifeng Bao and   
                   Gao Cong and   
         J. Shane Culpepper and   
            Nguyen Lu Dang Khoa   Let Trajectories Speak Out the Traffic
                                  Bottlenecks  . . . . . . . . . . . . . . 8:1--8:21
               Hongting Niu and   
                Hengshu Zhu and   
                   Ying Sun and   
                Xinjiang Lu and   
                   Jing Sun and   
               Zhiyuan Zhao and   
                  Hui Xiong and   
                        Bo Lang   Exploring the Risky Travel Area and
                                  Behavior of Car-hailing Service  . . . . 9:1--9:22
               Yanliang Zhu and   
               Dongchun Ren and   
                      Yi Xu and   
                Deheng Qian and   
                 Mingyu Fan and   
                     Xin Li and   
                     Huaxia Xia   Simultaneous Past and Current Social
                                  Interaction-aware Trajectory Prediction
                                  for Multiple Intelligent Agents in
                                  Dynamic Scenes . . . . . . . . . . . . . 10:1--10:16
                     Xin Bi and   
                 Chao Zhang and   
              Fangtong Wang and   
                 Zhixun Liu and   
              Xiangguo Zhao and   
                    Ye Yuan and   
                    Guoren Wang   An Uncertainty-based Neural Network for
                                  Explainable Trajectory Segmentation  . . 11:1--11:18
              Marcin Waniek and   
         Tomasz P. Michalak and   
         Michael Wooldridge and   
                   Talal Rahwan   How Members of Covert Networks Conceal
                                  the Identities of Their Leaders  . . . . 12:1--12:29
            Shih-Chia Huang and   
            Quoc-Viet Hoang and   
                     Da-Wei Jaw   Self-Adaptive Feature Transformation
                                  Networks for Object Detection in low
                                  luminance Images . . . . . . . . . . . . 13:1--13:11
                Yu-Ting Wen and   
               Hui-Kuo Yang and   
                  Wen-Chih Peng   Mining Willing-to-Pay Behavior Patterns
                                  from Payment Datasets  . . . . . . . . . 14:1--14:19
                    Yu Zhou and   
               Haixia Zheng and   
                  Xin Huang and   
                Shufeng Hao and   
                  Dengao Li and   
                     Jumin Zhao   Graph Neural Networks: Taxonomy,
                                  Advances, and Trends . . . . . . . . . . 15:1--15:54
                Cheng-Te Li and   
                  Cheng Hsu and   
                     Yang Zhang   FairSR: Fairness-aware Sequential
                                  Recommendation through Multi-Task
                                  Learning with Preference Graph
                                  Embeddings . . . . . . . . . . . . . . . 16:1--16:21

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 13, Number 2, April, 2022

              Senzhang Wang and   
                Junbo Zhang and   
                  Yanjie Fu and   
                        Yong Li   Introduction to the Special Issue on
                                  Deep Learning for Spatio-Temporal
                                  Data:Part 2  . . . . . . . . . . . . . . 17:1--17:4
               Divya Saxena and   
                   Jiannong Cao   Multimodal Spatio-Temporal Prediction
                                  with Stochastic Adversarial Networks . . 18:1--18:23
                      He Li and   
                 Xuejiao Li and   
                Liangcai Su and   
                    Duo Jin and   
              Jianbin Huang and   
                 Deshuang Huang   Deep Spatio-temporal Adaptive $3$D
                                  Convolutional Neural Networks for
                                  Traffic Flow Prediction  . . . . . . . . 19:1--19:21
                 Zhilong Lu and   
                 Weifeng Lv and   
                  Zhipu Xie and   
                   Bowen Du and   
                Guixi Xiong and   
                 Leilei Sun and   
                   Haiquan Wang   Graph Sequence Neural Network with an
                                  Attention Mechanism for Traffic Speed
                                  Prediction . . . . . . . . . . . . . . . 20:1--20:24
                Renhe Jiang and   
                  Zekun Cai and   
               Zhaonan Wang and   
                Chuang Yang and   
                  Zipei Fan and   
               Quanjun Chen and   
                  Xuan Song and   
              Ryosuke Shibasaki   Predicting Citywide Crowd Dynamics at
                                  Big Events: a Deep Learning System . . . 21:1--21:24
                    Nan Gao and   
                    Hao Xue and   
                   Wei Shao and   
                Sichen Zhao and   
               Kyle Kai Qin and   
              Arian Prabowo and   
   Mohammad Saiedur Rahaman and   
                 Flora D. Salim   Generative Adversarial Networks for
                                  Spatio-temporal Data: a Survey . . . . . 22:1--22:25
              Yingxue Zhang and   
                  Yanhua Li and   
                   Xun Zhou and   
                    Jun Luo and   
                   Zhi-Li Zhang   Urban Traffic Dynamics Prediction --- a
                                  Continuous Spatial-temporal
                                  Meta-learning Approach . . . . . . . . . 23:1--23:19
                 Haomin Wen and   
                Youfang Lin and   
                 Huaiyu Wan and   
               Shengnan Guo and   
                     Fan Wu and   
                   Lixia Wu and   
                  Chao Song and   
                     Yinghui Xu   DeepRoute+: Modeling Couriers'
                                  Spatial-temporal Behaviors and Decision
                                  Preferences for Package Pick-up Route
                                  Prediction . . . . . . . . . . . . . . . 24:1--24:23
                  Zhe Jiang and   
                Wenchong He and   
       Marcus Stephen Kirby and   
           Arpan Man Sainju and   
               Shaowen Wang and   
   Lawrence V. Stanislawski and   
           Ethan J. Shavers and   
                  E. Lynn Usery   Weakly Supervised Spatial Deep Learning
                                  for Earth Image Segmentation Based on
                                  Imperfect Polyline Labels  . . . . . . . 25:1--25:20
                Wenchong He and   
           Arpan Man Sainju and   
                  Zhe Jiang and   
                     Da Yan and   
                      Yang Zhou   Earth Imagery Segmentation on Terrain
                                  Surface with Limited Training Labels: a
                                  Semi-supervised Approach based on
                                  Physics-Guided Graph Co-Training . . . . 26:1--26:22
                    Han Bao and   
                   Xun Zhou and   
                  Yiqun Xie and   
              Yingxue Zhang and   
                      Yanhua Li   COVID-GAN+: Estimating Human Mobility
                                  Responses to COVID-19 through
                                  Spatio-temporal Generative Adversarial
                                  Networks with Enhanced Features  . . . . 27:1--27:23
                     Bin Lu and   
               Xiaoying Gan and   
                Haiming Jin and   
                   Luoyi Fu and   
               Xinbing Wang and   
                  Haisong Zhang   Make More Connections: Urban Traffic
                                  Flow Forecasting with Spatiotemporal
                                  Adaptive Gated Graph Convolution Network 28:1--28:25
                 Liang Wang and   
                  Zhiwen Yu and   
                    Bin Guo and   
                Dingqi Yang and   
                  Lianbo Ma and   
                 Zhidan Liu and   
                      Fei Xiong   Data-driven Targeted Advertising
                                  Recommendation System for Outdoor
                                  Billboard  . . . . . . . . . . . . . . . 29:1--29:23
                   Yulin He and   
                    Xuan Ye and   
        Joshua Zhexue Huang and   
        Philippe Fournier-Viger   Bayesian Attribute Bagging-Based Extreme
                                  Learning Machine for High-Dimensional
                                  Classification and Regression  . . . . . 30:1--30:26
                    Qian Li and   
                   Hao Peng and   
                 Jianxin Li and   
               Congying Xia and   
                 Renyu Yang and   
                 Lichao Sun and   
               Philip S. Yu and   
                      Lifang He   A Survey on Text Classification: From
                                  Traditional to Deep Learning . . . . . . 31:1--31:41
             Guangliang Gao and   
                Zhifeng Bao and   
                    Jie Cao and   
                  A. K. Qin and   
                   Timos Sellis   Location-Centered House Price
                                  Prediction: a Multi-Task Learning
                                  Approach . . . . . . . . . . . . . . . . 32:1--32:25
              Weichao Liang and   
                  Zhiang Wu and   
                     Zhe Li and   
                        Yong Ge   CrimeTensor: Fine-Scale Crime Prediction
                                  via Tensor Learning with Spatiotemporal
                                  Consistency  . . . . . . . . . . . . . . 33:1--33:24

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 13, Number 3, June, 2022

                  Kai Zheng and   
                    Yong Li and   
              Cyrus Shahabi and   
                    Hongzhi Yin   Introduction to the Special Issue on
                                  Intelligent Trajectory Analytics: Part
                                  II . . . . . . . . . . . . . . . . . . . 34:1--34:2
                 Liwei Deng and   
                    Hao Sun and   
                    Rui Sun and   
                   Yan Zhao and   
                         Han Su   Efficient and Effective Similar
                                  Subtrajectory Search: a Spatial-aware
                                  Comprehension Approach . . . . . . . . . 35:1--35:22
                Arun Sharma and   
                 Shashi Shekhar   Analyzing Trajectory Gaps to Find
                                  Possible Rendezvous Region . . . . . . . 36:1--36:23
               Bolong Zheng and   
              Lingfeng Ming and   
                      Qi Hu and   
            Zhipeng Lü and   
               Guanfeng Liu and   
                  Xiaofang Zhou   Supply-Demand-aware Deep Reinforcement
                                  Learning for Dynamic Fleet Management    37:1--37:19
              Senzhang Wang and   
               Meiyue Zhang and   
                   Hao Miao and   
               Zhaohui Peng and   
                   Philip S. Yu   Multivariate Correlation-aware
                                  Spatio-temporal Graph Convolutional
                                  Networks for Multi-scale Traffic
                                  Prediction . . . . . . . . . . . . . . . 38:1--38:22
                Yifan Zhang and   
             Jinghuai Zhang and   
                Jindi Zhang and   
              Jianping Wang and   
                   Kejie Lu and   
                      Jeff Hong   Integrating Algorithmic Sampling-Based
                                  Motion Planning with Learning in
                                  Autonomous Driving . . . . . . . . . . . 39:1--39:27
             Chenglong Fang and   
                  Feng Wang and   
                    Bin Yao and   
                     Jianqiu Xu   GPSClean: a Framework for Cleaning and
                                  Repairing GPS Data . . . . . . . . . . . 40:1--40:22
              Jianbin Huang and   
               Longji Huang and   
                Meijuan Liu and   
                      He Li and   
                Qinglin Tan and   
                  Xiaoke Ma and   
               Jiangtao Cui and   
                De-Shuang Huang   Deep Reinforcement Learning-based
                                  Trajectory Pricing on Ride-hailing
                                  Platforms  . . . . . . . . . . . . . . . 41:1--41:19
                    Lin Yao and   
                Zhenyu Chen and   
                   Haibo Hu and   
                  Guowei Wu and   
                         Bin Wu   Privacy Preservation for Trajectory
                                  Publication Based on Differential
                                  Privacy  . . . . . . . . . . . . . . . . 42:1--42:21
                    Nan Han and   
               Shaojie Qiao and   
                    Kun Yue and   
              Jianbin Huang and   
                   Qiang He and   
              Tingting Tang and   
              Faliang Huang and   
                 Chunlin He and   
                  Chang-An Yuan   Algorithms for Trajectory Points
                                  Clustering in Location-based Social
                                  Networks . . . . . . . . . . . . . . . . 43:1--43:29
               Zhirun Zheng and   
                  Zhetao Li and   
                     Jie Li and   
               Hongbo Jiang and   
                    Tong Li and   
                        Bin Guo   Utility-aware and Privacy-preserving
                                  Trajectory Synthesis Model that Resists
                                  Social Relationship Privacy Attacks  . . 44:1--44:28
            Cheolhyeong Kim and   
              Haeseong Moon and   
                 Hyung Ju Hwang   NEAR: Neighborhood Edge AggregatoR for
                                  Graph Classification . . . . . . . . . . 45:1--45:17
                   Lili Wei and   
               Congyan Lang and   
               Liqian Liang and   
                Songhe Feng and   
                   Tao Wang and   
                     Shidi Chen   Weakly Supervised Video Object
                                  Segmentation via Dual-attention
                                  Cross-branch Fusion  . . . . . . . . . . 46:1--46:20
                  Runze Yan and   
                 Xinwen Liu and   
             Janine Dutcher and   
           Michael Tumminia and   
          Daniella Villalba and   
              Sheldon Cohen and   
             David Creswell and   
             Kasey Creswell and   
           Jennifer Mankoff and   
                  Anind Dey and   
                 Afsaneh Doryab   A Computational Framework for Modeling
                                  Biobehavioral Rhythms from Mobile and
                                  Wearable Data Streams  . . . . . . . . . 47:1--47:27
                    Yang Hu and   
            Adriane Chapman and   
                 Guihua Wen and   
                Dame Wendy Hall   What Can Knowledge Bring to Machine
                                  Learning? --- a Survey of Low-shot
                                  Learning for Structured Data . . . . . . 48:1--48:45
                 Fandel Lin and   
                Hsun-Ping Hsieh   Traveling Transporter Problem: Arranging
                                  a New Circular Route in a Public
                                  Transportation System Based on
                                  Heterogeneous Non-Monotonic Urban Data   49:1--49:25
              Vinayak Gupta and   
              Srikanta Bedathur   Doing More with Less: Overcoming Data
                                  Scarcity for POI Recommendation via
                                  Cross-Region Transfer  . . . . . . . . . 50:1--50:24
         Nurendra Choudhary and   
          Charu C. Aggarwal and   
            Karthik Subbian and   
               Chandan K. Reddy   Self-supervised Short-text Modeling
                                  through Auxiliary Context Generation . . 51:1--51:21

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 13, Number 4, August, 2022

                 Qiang Yang and   
               Yongxin Tong and   
                   Yang Liu and   
               Yangqiu Song and   
                   Hao Peng and   
                   Boi Faltings   Introduction to the Special Issue on the
                                  Federated Learning: Algorithms, Systems,
                                  and Applications: Part 1 . . . . . . . . 52:1--52:??
                   Jun Zhou and   
              Longfei Zheng and   
              Chaochao Chen and   
                   Yan Wang and   
              Xiaolin Zheng and   
                 Bingzhe Wu and   
                   Cen Chen and   
                    Li Wang and   
                    Jianwei Yin   Toward Scalable and Privacy-preserving
                                  Deep Neural Network via
                                  Algorithmic-Cryptographic Co-design  . . 53:1--53:??
    Rodolfo Stoffel Antunes and   
Cristiano André da Costa and   
          Arne Küderle and   
      Imrana Abdullahi Yari and   
            Björn Eskofier   Federated Learning for Healthcare:
                                  Systematic Review and Architecture
                                  Proposal . . . . . . . . . . . . . . . . 54:1--54:??
                 Zhiwei Liu and   
              Liangwei Yang and   
                  Ziwei Fan and   
                   Hao Peng and   
                   Philip S. Yu   Federated Social Recommendation with
                                  Graph Neural Network . . . . . . . . . . 55:1--55:??
                 Meng Jiang and   
                 Taeho Jung and   
                  Ryan Karl and   
                      Tong Zhao   Federated Dynamic Graph Neural Networks
                                  with Secure Aggregation for Video-based
                                  Distributed Surveillance . . . . . . . . 56:1--56:??
                  Ziheng Hu and   
                Hongtao Xie and   
                 Lingyun Yu and   
                 Xingyu Gao and   
               Zhihua Shang and   
                 Yongdong Zhang   Dynamic-Aware Federated Learning for
                                  Face Forgery Video Detection . . . . . . 57:1--57:??
              Zhenghang Ren and   
                   Liu Yang and   
                       Kai Chen   Improving Availability of Vertical
                                  Federated Learning: Relaxing Inference
                                  on Non-overlapping Data  . . . . . . . . 58:1--58:??
                    Di Chai and   
                  Leye Wang and   
                   Kai Chen and   
                     Qiang Yang   Efficient Federated Matrix Factorization
                                  Against Inference Attacks  . . . . . . . 59:1--59:??
                  Zelei Liu and   
              Yuanyuan Chen and   
                     Han Yu and   
                   Yang Liu and   
                     Lizhen Cui   GTG-Shapley: Efficient and Accurate
                                  Participant Contribution Evaluation in
                                  Federated Learning . . . . . . . . . . . 60:1--60:??
                 Sicong Che and   
              Zhaoming Kong and   
                   Hao Peng and   
                 Lichao Sun and   
                  Alex Leow and   
                  Yong Chen and   
                      Lifang He   Federated Multi-view Learning for
                                  Private Medical Data Integration and
                                  Analysis . . . . . . . . . . . . . . . . 61:1--61:??
                  Chuhan Wu and   
                Fangzhao Wu and   
               Lingjuan Lyu and   
             Yongfeng Huang and   
                       Xing Xie   FedCTR: Federated Native Ad CTR
                                  Prediction with Cross-platform User
                                  Behavior Data  . . . . . . . . . . . . . 62:1--62:??
                    Sixu Hu and   
                    Yuan Li and   
                     Xu Liu and   
                  Qinbin Li and   
                 Zhaomin Wu and   
                   Bingsheng He   The OARF Benchmark Suite:
                                  Characterization and Implications for
                                  Federated Learning Systems . . . . . . . 63:1--63:??
                   Yan Kang and   
                   Yang Liu and   
                    Xinle Liang   FedCVT: Semi-supervised Vertical
                                  Federated Learning with Cross-view
                                  Training . . . . . . . . . . . . . . . . 64:1--64:??
                 Hanchi Ren and   
              Jingjing Deng and   
                   Xianghua Xie   GRNN: Generative Regression Neural
                                  Network --- a Data Leakage Attack for
                                  Federated Learning . . . . . . . . . . . 65:1--65:??
             Yuanyishu Tian and   
                    Yao Wan and   
               Lingjuan Lyu and   
                Dezhong Yao and   
                    Hai Jin and   
                     Lichao Sun   FedBERT: When Federated Learning Meets
                                  Pre-training . . . . . . . . . . . . . . 66:1--66:??
                  Yuzhu Mao and   
                 Zihao Zhao and   
              Guangfeng Yan and   
                   Yang Liu and   
                   Tian Lan and   
                 Linqi Song and   
                     Wenbo Ding   Communication-Efficient Federated
                                  Learning with Adaptive Quantization  . . 67:1--67:??
                     Xu Guo and   
                     Han Yu and   
                  Boyang Li and   
                   Hao Wang and   
               Pengwei Xing and   
                 Siwei Feng and   
                Zaiqing Nie and   
                   Chunyan Miao   Federated Learning for Personalized
                                  Humor Recognition  . . . . . . . . . . . 68:1--68:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 13, Number 5, October, 2022

                 Qiang Yang and   
               Yongxin Tong and   
                   Yang Liu and   
               Yangqiu Song and   
                   Hao Peng and   
                   Boi Faltings   Preface to Federated Learning:
                                  Algorithms, Systems, and Applications:
                                  Part 2 . . . . . . . . . . . . . . . . . 69:1--69:??
                Xiaolong Xu and   
                 Wentao Liu and   
                Yulan Zhang and   
                Xuyun Zhang and   
                Wanchun Dou and   
                Lianyong Qi and   
        Md Zakirul Alam Bhuiyan   PSDF: Privacy-aware IoV Service
                                  Deployment with Federated Learning in
                                  Cloud-Edge Computing . . . . . . . . . . 70:1--70:??
              Zhengyi Zhong and   
                Weidong Bao and   
                    Ji Wang and   
                Xiaomin Zhu and   
                 Xiongtao Zhang   FLEE: a Hierarchical Federated Learning
                                  Framework for Distributed Deep Neural
                                  Network over Cloud, Edge, and End Device 71:1--71:??
            Trung Kien Dang and   
                  Xiang Lan and   
               Jianshu Weng and   
                  Mengling Feng   Federated Learning for Electronic Health
                                  Records  . . . . . . . . . . . . . . . . 72:1--72:??
                Shenghui Li and   
                 Edith Ngai and   
                 Fanghua Ye and   
                   Thiemo Voigt   Auto-weighted Robust Federated Learning
                                  with Corrupted Data Sources  . . . . . . 73:1--73:??
                  Xue Jiang and   
               Xuebing Zhou and   
                Jens Grossklags   SignDS-FL: Local Differentially Private
                                  Federated Learning with Sign-based
                                  Dimension Selection  . . . . . . . . . . 74:1--74:??
                Bixiao Zeng and   
              Xiaodong Yang and   
               Yiqiang Chen and   
                 Hanchao Yu and   
                  Yingwei Zhang   CLC: a Consensus-based Label Correction
                                  Approach in Federated Learning . . . . . 75:1--75:??
             Chien-Lun Chen and   
             Sara Babakniya and   
             Marco Paolieri and   
                Leana Golubchik   Defending against Poisoning Backdoor
                                  Attacks on Federated Meta-learning . . . 76:1--76:??
                Lunchen Xie and   
                  Jiaqi Liu and   
                 Songtao Lu and   
            Tsung-Hui Chang and   
                  Qingjiang Shi   An Efficient Learning Framework for
                                  Federated XGBoost Using Secret Sharing
                                  and Distributed Optimization . . . . . . 77:1--77:??
         Dimitris Stripelis and   
           Paul M. Thompson and   
        José Luis Ambite   Semi-Synchronous Federated Learning for
                                  Energy-Efficient Training and
                                  Accelerated Convergence in Cross-Silo
                                  Settings . . . . . . . . . . . . . . . . 78:1--78:??
        Georgios Damaskinos and   
           Rachid Guerraoui and   
       Anne-Marie Kermarrec and   
                  Vlad Nitu and   
             Rhicheek Patra and   
         François Taiani   FLeet: Online Federated Learning via
                                  Staleness Awareness and Performance
                                  Prediction . . . . . . . . . . . . . . . 79:1--79:??
                 Yijing Liu and   
               Dongming Han and   
              Jianwei Zhang and   
                Haiyang Zhu and   
               Mingliang Xu and   
                       Wei Chen   Federated Multi-task Graph Learning  . . 80:1--80:??
                  Fuxian Li and   
                   Jie Feng and   
                   Huan Yan and   
                 Depeng Jin and   
                        Yong Li   Crowd Flow Prediction for Irregular
                                  Regions with Semantic Graph Attention
                                  Network  . . . . . . . . . . . . . . . . 81:1--81:??
               Zongwei Wang and   
                    Min Gao and   
                 Jundong Li and   
               Junwei Zhang and   
                    Jiang Zhong   Gray-Box Shilling Attack: an Adversarial
                                  Learning Approach  . . . . . . . . . . . 82:1--82:??
                     Kai Di and   
                Yifeng Zhou and   
                  Fuhan Yan and   
             Jiuchuan Jiang and   
                Shaofu Yang and   
                  Yichuan Jiang   A Foraging Strategy with Risk Response
                                  for Individual Robots in Adversarial
                                  Environments . . . . . . . . . . . . . . 83:1--83:??
                  Sawan Rai and   
      Ramesh Chandra Belwal and   
                     Atul Gupta   A Review on Source Code Documentation    84:1--84:??
                Xiaoyu Chen and   
               Yingyan Zeng and   
                Sungku Kang and   
                        Ran Jin   INN: an Interpretable Neural Network for
                                  AI Incubation in Manufacturing . . . . . 85:1--85:??
                      Ke Li and   
                    Bin Guo and   
                  Jiaqi Liu and   
              Jiangtao Wang and   
                Haoyang Ren and   
                     Fei Yi and   
                      Zhiwen Yu   Dynamic Probabilistic Graphical Model
                                  for Progressive Fake News Detection on
                                  Social Media Platform  . . . . . . . . . 86:1--86:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 13, Number 6, December, 2022

                Rohit Verma and   
             Sugandh Pargal and   
               Debasree Das and   
            Tanusree Parbat and   
   Sai Shankar Kambalapalli and   
                Bivas Mitra and   
             Sandip Chakraborty   Impact of Driving Behavior on Commuter's
                                  Comfort During Cab Rides: Towards a New
                                  Perspective of Driver Rating . . . . . . 87:1--87:??
                  Lin Zhang and   
                  Lixin Fan and   
                   Yong Luo and   
                   Ling-Yu Duan   Intrinsic Performance Influence-based
                                  Participant Contribution Estimation for
                                  Horizontal Federated Learning  . . . . . 88:1--88:??
                 Siyuan Ren and   
                    Bin Guo and   
               Longbing Cao and   
                      Ke Li and   
                  Jiaqi Liu and   
                      Zhiwen Yu   DeepExpress: Heterogeneous and Coupled
                                  Sequence Modeling for Express Delivery
                                  Prediction . . . . . . . . . . . . . . . 89:1--89:??
                 Qian Zheng and   
               Yueming Wang and   
                Zhenfang Hu and   
               Xiaobo Zhang and   
                 Zhaohui Wu and   
                       Gang Pan   Jointly Optimizing Expressional and
                                  Residual Models for $3$D Facial
                                  Expression Removal . . . . . . . . . . . 90:1--90:??
              Wided Hammedi and   
      Sidi Mohammed Senouci and   
            Philippe Brunet and   
        Metzli Ramirez-Martinez   Two-Level Optimization to Reduce Waiting
                                  Time at Locks in Inland Waterway
                                  Transportation . . . . . . . . . . . . . 91:1--91:??
           Mohannad Elhamod and   
                     Jie Bu and   
          Christopher Singh and   
             Matthew Redell and   
             Abantika Ghosh and   
           Viktor Podolskiy and   
              Wei-Cheng Lee and   
                  Anuj Karpatne   CoPhy-PGNN: Learning Physics-guided
                                  Neural Networks with Competing Loss
                                  Functions for Solving Eigenvalue
                                  Problems . . . . . . . . . . . . . . . . 92:1--92:??
                 Yasan Ding and   
                    Bin Guo and   
                    Yan Liu and   
                Yunji Liang and   
              Haocheng Shen and   
                      Zhiwen Yu   MetaDetector: Meta Event Knowledge
                                  Transfer for Fake News Detection . . . . 93:1--93:??
                  Yao Zhang and   
                Wenping Fan and   
                 Qichen Hao and   
                   Xinya Wu and   
                 Min-Ling Zhang   CAFE and SOUP: Toward Adaptive VDI
                                  Workload Prediction  . . . . . . . . . . 94:1--94:??
                 Junyi Dong and   
                 Qingze Huo and   
                 Silvia Ferrari   A Holistic Approach for Role Inference
                                  and Action Anticipation in Human Teams   95:1--95:??
       Marius Hogräfer and   
             Marco Angelini and   
          Giuseppe Santucci and   
          Hans-Jörg Schulz   Steering-by-example for Progressive
                                  Visual Analytics . . . . . . . . . . . . 96:1--96:??
                    Xian Wu and   
                 Chao Huang and   
        Pablo Robles-Granda and   
               Nitesh V. Chawla   Representation Learning on Variable
                                  Length and Incomplete Wearable-Sensory
                                  Time Series  . . . . . . . . . . . . . . 97:1--97:??
           Edgar Ceh-Varela and   
                Huiping Cao and   
                   Hady W. Lauw   Performance Evaluation of
                                  Aggregation-based Group Recommender
                                  Systems for Ephemeral Groups . . . . . . 98:1--98:??
                Anirban Das and   
          Timothy Castiglia and   
              Shiqiang Wang and   
                Stacy Patterson   Cross-Silo Federated Learning for
                                  Multi-Tier Networks with Vertical and
                                  Horizontal Data Partitioning . . . . . . 99:1--99:??
    A. Navia-Vázquez and   
     R. Díaz-Morales and   
M. Fernández-Díaz   Budget Distributed Support Vector
                                  Machine for Non-ID Federated Learning
                                  Scenarios  . . . . . . . . . . . . . . . 100:1--100:??
                     Yue Hu and   
                      Ao Qu and   
                       Dan Work   Detecting Extreme Traffic Events Via a
                                  Context Augmented Graph Autoencoder  . . 101:1--101:??
                Tamir Tassa and   
                 Alon Ben Horin   Privacy-preserving Collaborative
                                  Filtering by Distributed Mediation . . . 102:1--102:??
              Vinayak Gupta and   
          Srikanta Bedathur and   
    Sourangshu Bhattacharya and   
                        Abir De   Modeling Continuous Time Sequences with
                                  Intermittent Observations using Marked
                                  Temporal Point Processes . . . . . . . . 103:1--103:??
                Jinxiang Ou and   
               Yunheng Shen and   
                  Feng Wang and   
                   Qiao Liu and   
              Xuegong Zhang and   
                     Hairong Lv   AggEnhance: Aggregation Enhancement by
                                  Class Interior Points in Federated
                                  Learning with Non-IID Data . . . . . . . 104:1--104:??
               Miguel Costa and   
                Diogo Costa and   
                Tiago Gomes and   
                   Sandro Pinto   Shifting Capsule Networks from the Cloud
                                  to the Deep Edge . . . . . . . . . . . . 105:1--105:??


ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 14, Number 1, February, 2023

              Xiaojin Zhang and   
                  Hanlin Gu and   
                  Lixin Fan and   
                   Kai Chen and   
                     Qiang Yang   No Free Lunch Theorem for Security and
                                  Utility in Federated Learning  . . . . . 1:1--1:??
                Erzhuo Shao and   
                 Zhenyu Han and   
                  Yulai Xie and   
                 Yang Zhang and   
                    Lu Geng and   
                        Yong Li   Interior Individual Trajectory
                                  Simulation with Population Distribution
                                  Constraint . . . . . . . . . . . . . . . 2:1--2:??
          Philipp Danzinger and   
           Tobias Geibinger and   
              David Janneau and   
            Florian Mischek and   
              Nysret Musliu and   
            Christian Poschalko   A System for Automated Industrial Test
                                  Laboratory Scheduling  . . . . . . . . . 3:1--3:??
                Haochen Liu and   
                  Yiqi Wang and   
                  Wenqi Fan and   
                Xiaorui Liu and   
                   Yaxin Li and   
                Shaili Jain and   
                 Yunhao Liu and   
                  Anil Jain and   
                   Jiliang Tang   Trustworthy AI: a Computational
                                  Perspective  . . . . . . . . . . . . . . 4:1--4:??
                     Pan Li and   
                Brian Brost and   
             Alexander Tuzhilin   Adversarial Learning for Cross Domain
                                  Recommendations  . . . . . . . . . . . . 5:1--5:??
               Shaohan Chen and   
               Chuanhou Gao and   
                     Ping Zhang   Incorporation of Data-Mined Knowledge
                                  into Black-Box SVM for Interpretability  6:1--6:??
               Wei-Yao Wang and   
             Teng-Fong Chan and   
              Wen-Chih Peng and   
               Hui-Kuo Yang and   
            Chih-Chuan Wang and   
                  Yao-Chung Fan   How Is the Stroke? Inferring Shot
                                  Influence in Badminton Matches via Long
                                  Short-term Dependencies  . . . . . . . . 7:1--7:??
                Qianyue Hao and   
                  Fengli Xu and   
                   Lin Chen and   
                    Pan Hui and   
                        Yong Li   Hierarchical Multi-agent Model for
                                  Reinforced Medical Resource Allocation
                                  with Imperfect Information . . . . . . . 8:1--8:??
                    Xin Qin and   
               Jindong Wang and   
               Yiqiang Chen and   
                    Wang Lu and   
                  Xinlong Jiang   Domain Generalization for Activity
                                  Recognition via Adaptive Feature Fusion  9:1--9:??
              Lucas Freitas and   
             Valter Martins and   
         Marilton de Aguiar and   
        Lisane de Brisolara and   
                 Paulo Ferreira   Deep Learning Embedded into Smart Traps
                                  for Fruit Insect Pests Detection . . . . 10:1--10:??
                 Wenlu Yang and   
               Hongjun Wang and   
              Yinghui Zhang and   
                  Zehao Liu and   
                     Tianrui Li   Self-supervised Discriminative
                                  Representation Learning by Fuzzy
                                  Autoencoder  . . . . . . . . . . . . . . 11:1--11:??
                 Jianqiu Xu and   
                     Hua Lu and   
                    Zhifeng Bao   A Query Optimizer for Range Queries over
                                  Multi-Attribute Trajectories . . . . . . 12:1--12:??
                   Wendi Wu and   
                 Zongren Li and   
                 Yawei Zhao and   
                    Chen Yu and   
                Peilin Zhao and   
                     Ji Liu and   
                      Kunlun He   Decentralized Online Learning: Take
                                  Benefits from Others' Data without
                                  Sharing Your Own to Track Global Trend   13:1--13:??
                 Mingkai He and   
                   Jing Lin and   
                 Jinwei Luo and   
                  Weike Pan and   
                     Zhong Ming   FLAG: a Feedback-aware Local and Global
                                  Model for Heterogeneous Sequential
                                  Recommendation . . . . . . . . . . . . . 14:1--14:??
                 Gengyu Lyu and   
                Songhe Feng and   
                    Wei Liu and   
                Shuoyan Liu and   
                   Congyan Lang   Redundant Label Learning via Subspace
                                  Representation and Global Disambiguation 15:1--15:??
               Pedro Barros and   
            Fabiane Queiroz and   
   Flávio Figueiredo and   
    Jefersson A. Dos Santos and   
                   Heitor Ramos   A New Similarity Space Tailored for
                                  Supervised Deep Metric Learning  . . . . 16:1--16:??
                    Wei Sun and   
               Shaoxiong Ji and   
               Erik Cambria and   
                Pekka Marttinen   Multitask Balanced and Recalibrated
                                  Network for Medical Code Prediction  . . 17:1--17:??
                    Lei Shi and   
                Yuankai Luo and   
                   Shuai Ma and   
              Hanghang Tong and   
                  Zhetao Li and   
              Xiatian Zhang and   
                  Zhiguang Shan   Mobility Inference on Long-Tailed Sparse
                                  Trajectory . . . . . . . . . . . . . . . 18:1--18:??
              Luis A. Leiva and   
               Asutosh Hota and   
               Antti Oulasvirta   Describing UI Screenshots in Natural
                                  Language . . . . . . . . . . . . . . . . 19:1--19:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 14, Number 2, April, 2023

                     Jia Li and   
                Dandan Song and   
                     Zhijing Wu   A Semantically Driven Hybrid Network for
                                  Unsupervised Entity Alignment  . . . . . 20:1--20:??
                     Lei Li and   
             Yongfeng Zhang and   
                        Li Chen   On the Relationship between Explanation
                                  and Recommendation: Learning to Rank
                                  Explanations for Improved Performance    21:1--21:??
                 Yanzhao Wu and   
                       Ling Liu   Selecting and Composing Learning Rate
                                  Policies for Deep Neural Networks  . . . 22:1--22:??
               Amulya Gupta and   
                      Zhu Zhang   Neural Topic Modeling via Discrete
                                  Variational Inference  . . . . . . . . . 23:1--23:??
                  Ziyu Shen and   
                Binghui Liu and   
                  Qing Zhou and   
                  Zheng Liu and   
                    Bin Xia and   
                         Yun Li   Cost-sensitive Tensor-based Dual-stage
                                  Attention LSTM with Feature Selection
                                  for Data Center Server Power Forecasting 24:1--24:??
                 Gengyu Lyu and   
                Songhe Feng and   
               Shaokai Wang and   
                      Zhen Yang   Prior Knowledge Constrained Adaptive
                                  Graph Framework for Partial Label
                                  Learning . . . . . . . . . . . . . . . . 25:1--25:??
             Souvika Sarkar and   
        Biddut Sarker Bijoy and   
        Syeda Jannatus Saba and   
                Dongji Feng and   
               Yash Mahajan and   
        Mohammad Ruhul Amin and   
        Sheikh Rabiul Islam and   
Shubhra Kanti Karmaker (``Santu'')   Ad-Hoc Monitoring of COVID-19 Global
                                  Research Trends for Well-Informed Policy
                                  Making . . . . . . . . . . . . . . . . . 26:1--26:??
              Donglin Zhang and   
                Xiao-Jun Wu and   
                   Guoqing Chen   ONION: Online Semantic Autoencoder
                                  Hashing for Cross-Modal Retrieval  . . . 27:1--27:??
                   Jing Ren and   
                   Feng Xia and   
                   Ivan Lee and   
       Azadeh Noori Hoshyar and   
                 Charu Aggarwal   Graph Learning for Anomaly Analytics:
                                  Algorithms, Applications, and Challenges 28:1--28:??
                  Jian Kang and   
                        Dan Lin   Highly Efficient Traffic Planning for
                                  Autonomous Vehicles to Cross
                                  Intersections Without a Stop . . . . . . 29:1--29:??
                  Qing Tian and   
                  Shun Peng and   
                    Tinghuai Ma   Source-free Unsupervised Domain
                                  Adaptation with Trusted Pseudo Samples   30:1--30:??
                     Hao Wu and   
                Jianyang Gu and   
                Xiaojin Fan and   
                      He Li and   
                 Lidong Xie and   
                      Jian Zhao   $3$D-Guided Frontal Face Generation for
                                  Pose-Invariant Recognition . . . . . . . 31:1--31:??
                   Jing Yao and   
                  Zheng Liu and   
                Junhan Yang and   
               Zhicheng Dou and   
                   Xing Xie and   
                    Ji-Rong Wen   CDSM: Cascaded Deep Semantic Matching on
                                  Textual Graphs Leveraging Ad-hoc
                                  Neighbor Selection . . . . . . . . . . . 32:1--32:??
                    Meng Xu and   
                  Jianping Wang   Deep Reinforcement Learning for
                                  Parameter Tuning of Robot Visual
                                  Servoing . . . . . . . . . . . . . . . . 33:1--33:??
                 Jieru Tian and   
               Yongxin Wang and   
               Zhenduo Chen and   
                    Xin Luo and   
                     Xinshun Xu   Diagnose Like Doctors: Weakly Supervised
                                  Fine-Grained Classification of Breast
                                  Cancer . . . . . . . . . . . . . . . . . 34:1--34:??
              Guozhen Zhang and   
                  Jinhui Yi and   
                  Jian Yuan and   
                    Yong Li and   
                     Depeng Jin   DAS: Efficient Street View Image
                                  Sampling for Urban Prediction  . . . . . 35:1--35:??
                    Shuo Yu and   
                   Feng Xia and   
                  Shihao Li and   
              Mingliang Hou and   
                  Quan Z. Sheng   Spatio-temporal Graph Learning for
                                  Epidemic Prediction  . . . . . . . . . . 36:1--36:??
                 Yujie Fang and   
                     Xin Li and   
                     Rui Ye and   
                Xiaoyan Tan and   
                Peiyao Zhao and   
                 Mingzhong Wang   Relation-aware Graph Convolutional
                                  Networks for Multi-relational Network
                                  Alignment  . . . . . . . . . . . . . . . 37:1--37:??
               Chunyong Yin and   
          Shuangshuang Chen and   
                    Zhichao Yin   Clustering-based Active Learning
                                  Classification towards Data Stream . . . 38:1--38:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 14, Number 3, June, 2023

           Amirhossein Zaji and   
                  Zheng Liu and   
              Takashi Bando and   
                     Lihua Zhao   Ontology-Based Driving Simulation for
                                  Traffic Lights Optimization  . . . . . . 39:1--39:??
                Yaoming Cai and   
                Zijia Zhang and   
             Pedram Ghamisi and   
                 Zhihua Cai and   
                 Xiaobo Liu and   
                       Yao Ding   Fully Linear Graph Convolutional
                                  Networks for Semi-Supervised and
                                  Unsupervised Classification  . . . . . . 40:1--40:??
             Gilda Manfredi and   
              Nicola Capece and   
                   Ugo Erra and   
                 Monica Gruosso   TreeSketchNet: From Sketch to $3$D Tree
                                  Parameters Generation  . . . . . . . . . 41:1--41:??
               Wenshan Wang and   
                    Su Yang and   
                  Weishan Zhang   Customer Volume Prediction Using Fusion
                                  of Shared-private Dynamic Weighting over
                                  Multiple Modalities  . . . . . . . . . . 42:1--42:??
                   Lu Jiang and   
                Kunpeng Liu and   
                 Yibin Wang and   
               Dongjie Wang and   
              Pengyang Wang and   
                  Yanjie Fu and   
                    Minghao Yin   Reinforced Explainable Knowledge Concept
                                  Recommendation in MOOCs  . . . . . . . . 43:1--43:??
                   Shuo Sun and   
               Rundong Wang and   
                          Bo An   Reinforcement Learning for Quantitative
                                  Trading  . . . . . . . . . . . . . . . . 44:1--44:??
                   Zeyu Dai and   
               Shengcai Liu and   
                    Qing Li and   
                        Ke Tang   Saliency Attack: Towards Imperceptible
                                  Black-box Adversarial Attack . . . . . . 45:1--45:??
                    Xing Li and   
                    Wei Wei and   
               Ruizhi Zhang and   
                 Zhenyu Shi and   
              Zhiming Zheng and   
                  Xiangnan Feng   Representation Learning of Enhanced
                                  Graphs Using Random Walk Graph
                                  Convolutional Network  . . . . . . . . . 46:1--46:??
               Mingjian Cai and   
              Xiangjun Shen and   
Stanley Ebhohimhen Abhadiomhen and   
               Yingfeng Cai and   
                     Sirui Tian   Robust Dimensionality Reduction via
                                  Low-rank Laplacian Graph Learning  . . . 47:1--47:??
               Chunyong Yin and   
                  Sun Zhang and   
                   Qingkui Zeng   Hybrid Representation and Decision
                                  Fusion towards Visual-textual Sentiment  48:1--48:??
                      En Xu and   
                  Zhiwen Yu and   
                   Zhuo Sun and   
                    Bin Guo and   
                       Lina Yao   Modeling Within-Basket Auxiliary Item
                                  Recommendation with Matchability and
                                  Ubiquity . . . . . . . . . . . . . . . . 49:1--49:??
                 Haomin Wen and   
                Youfang Lin and   
                     Fan Wu and   
                 Huaiyu Wan and   
             Zhongxiang Sun and   
                Tianyue Cai and   
                 Hongyu Liu and   
               Shengnan Guo and   
              Jianbin Zheng and   
                  Chao Song and   
                       Lixia Wu   Enough Waiting for the Couriers:
                                  Learning to Estimate Package Pick-up
                                  Arrival Time from Couriers'
                                  Spatial-Temporal Behaviors . . . . . . . 50:1--50:??
               Jianbiao Mei and   
              Mengmeng Wang and   
                    Yu Yang and   
                  Yanjun Li and   
                       Yong Liu   Fast Real-Time Video Object Segmentation
                                  with a Tangled Memory Network  . . . . . 51:1--51:??
                    Hu Wang and   
                     Hui Li and   
                  Meng Wang and   
                   Jiangtao Cui   Toward Balancing the Efficiency and
                                  Effectiveness in $k$-Facility Relocation
                                  Problem  . . . . . . . . . . . . . . . . 52:1--52:??
                  Qilun Luo and   
                  Ming Yang and   
                     Wen Li and   
                  Mingqing Xiao   Hyper-Laplacian Regularized Multi-View
                                  Clustering with Exclusive L21
                                  Regularization and Tensor
                                  Log-Determinant Minimization Approach    53:1--53:??
               Giulia Preti and   
Gianmarco De Francisci Morales and   
                Matteo Riondato   MaNIACS: Approximate Mining of Frequent
                                  Subgraph Patterns through Sampling . . . 54:1--54:??
                    Lei Gao and   
                      Ling Guan   A Discriminant Information Theoretic
                                  Learning Framework for Multi-modal
                                  Feature Representation . . . . . . . . . 55:1--55:??
               Trasha Gupta and   
               Rajni Jindal and   
                  Indu Sreedevi   Empirical Review of Various
                                  Thermography-based Computer-aided
                                  Diagnostic Systems for Multiple Diseases 56:1--56:??
              Wun-Ting Yang and   
            Chiao-Ting Chen and   
             Chuan-Yun Sang and   
                  Szu-Hao Huang   Reinforced PU-learning with Hybrid
                                  Negative Sampling Strategies for
                                  Recommendation . . . . . . . . . . . . . 57:1--57:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 14, Number 4, August, 2023

                  Tao Xiang and   
              Hangcheng Liu and   
               Shangwei Guo and   
                    Yan Gan and   
                 Wenjian He and   
                  Xiaofeng Liao   Towards Query-Efficient Black-Box
                                  Attacks: a Universal Dual
                                  Transferability-Based Framework  . . . . 58:1--58:??
                 Zhuoyi Lin and   
                   Lei Feng and   
                Xingzhi Guo and   
                   Yu Zhang and   
                    Rui Yin and   
            Chee Keong Kwoh and   
                         Chi Xu   COMET: Convolutional Dimension
                                  Interaction for Collaborative Filtering  59:1--59:??
                     Yu Liu and   
               Jingtao Ding and   
                  Yanjie Fu and   
                        Yong Li   UrbanKG: an Urban Knowledge Graph System 60:1--60:??
                    Tong Li and   
                  Yanxin Xi and   
              Huandong Wang and   
                    Yong Li and   
               Sasu Tarkoma and   
                        Pan Hui   Learning Representations of Satellite
                                  Imagery by Leveraging Point-of-Interests 61:1--61:??
               A. Baradaaji and   
                    F. Dornaika   Joint Latent Space and Label Inference
                                  Estimation with Adaptive Fused Data and
                                  Label Graphs . . . . . . . . . . . . . . 62:1--62:??
                  Yujia Gao and   
               Pengfei Wang and   
                  Liang Liu and   
                  Chi Zhang and   
                     Huadong Ma   Configure Your Federation: Hierarchical
                                  Attention-enhanced Meta-Learning Network
                                  for Personalized Federated Learning  . . 63:1--63:??
               Guangyin Jin and   
                   Huan Yan and   
                  Fuxian Li and   
                    Yong Li and   
                   Jincai Huang   Dual Graph Convolution Architecture
                                  Search for Travel Time Estimation  . . . 64:1--64:??
              Jinghui Zhang and   
                Dingyang Lv and   
             Qiangsheng Dai and   
                     Fa Xin and   
                      Fang Dong   Noise-aware Local Model Training
                                  Mechanism for Federated Learning . . . . 65:1--65:??
               Tianying Liu and   
                   Lu Zhang and   
                  Yang Wang and   
                Jihong Guan and   
                  Yanwei Fu and   
                Jiajia Zhao and   
                  Shuigeng Zhou   Recent Few-shot Object Detection
                                  Algorithms: a Survey with Performance
                                  Comparison . . . . . . . . . . . . . . . 66:1--66:??
                Lingling Xu and   
                 Haoran Xie and   
                  Zongxi Li and   
                Fu Lee Wang and   
               Weiming Wang and   
                        Qing Li   Contrastive Learning Models for Sentence
                                  Representations  . . . . . . . . . . . . 67:1--67:??
             Luke Kljucaric and   
                 Alan D. George   Deep Learning Inferencing with
                                  High-performance Hardware Accelerators   68:1--68:??
                Yanhang Shi and   
                     Xue Li and   
                   Siguang Chen   Skin Lesion Intelligent Diagnosis in
                                  Edge Computing Networks: an FCL Approach 69:1--69:??
                     Li Sun and   
             Zhongbao Zhang and   
                     Gen Li and   
                 Pengxin Ji and   
                     Sen Su and   
                   Philip S. Yu   MC$^2$: Unsupervised Multiple Social
                                  Network Alignment  . . . . . . . . . . . 70:1--70:??
                    Tong Li and   
                    Yong Li and   
             Mingyang Zhang and   
               Sasu Tarkoma and   
                        Pan Hui   You Are How You Use Apps: User Profiling
                                  Based on Spatiotemporal App Usage
                                  Behavior . . . . . . . . . . . . . . . . 71:1--71:??
           Udesh Gunarathna and   
                 Hairuo Xie and   
               Egemen Tanin and   
       Shanika Karunasekera and   
          Renata Borovica-Gajic   Real-time Road Network Optimization with
                                  Coordinated Reinforcement Learning . . . 72:1--72:??
               Hanchen Yang and   
                  Wengen Li and   
                  Siyun Hou and   
                Jihong Guan and   
                  Shuigeng Zhou   HiGRN: a Hierarchical Graph Recurrent
                                  Network for Global Sea Surface
                                  Temperature Prediction . . . . . . . . . 73:1--73:??
             Jeongwhan Choi and   
                   Noseong Park   Graph Neural Rough Differential
                                  Equations for Traffic Forecasting  . . . 74:1--74:??
       Fabrizio Maria Maggi and   
            Andrea Marrella and   
              Fabio Patrizi and   
              Vasyl Skydanienko   Data-Aware Declarative Process Mining
                                  with SAT . . . . . . . . . . . . . . . . 75:1--75:??
                    Kun Guo and   
               Wenzhong Guo and   
                   Enjie Ye and   
                Yutong Fang and   
              Jiachen Zheng and   
                 Ximeng Liu and   
                       Kai Chen   Federated Clique Percolation for
                                  Privacy-preserving Overlapping Community
                                  Detection  . . . . . . . . . . . . . . . 76:1--76:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 14, Number 5, October, 2023

                   Qibin Li and   
                Nianmin Yao and   
                   Nai Zhou and   
                  Jian Zhao and   
                    Yanan Zhang   A Joint Entity and Relation Extraction
                                  Model based on Efficient Sampling and
                                  Explicit Interaction . . . . . . . . . . 77:1--77:??
                 Shuai Yang and   
                Xianjie Guo and   
                     Kui Yu and   
             Xiaoling Huang and   
             Tingting Jiang and   
                     Jin He and   
                     Lichuan Gu   Causal Feature Selection in the Presence
                                  of Sample Selection Bias . . . . . . . . 78:1--78:??
                 Mudan Wang and   
                  Yuan Yuan and   
                   Huan Yan and   
                Hongjie Sui and   
                    Fan Zuo and   
                    Yue Liu and   
                    Yong Li and   
                     Depeng Jin   Discovering Causes of Traffic Congestion
                                  via Deep Transfer Clustering . . . . . . 79:1--79:??
         Peter Müllner and   
              Elisabeth Lex and   
              Markus Schedl and   
                 Dominik Kowald   ReuseKNN: Neighborhood Reuse for
                                  Differentially Private KNN-Based
                                  Recommendations  . . . . . . . . . . . . 80:1--80:??
                    Sidi Lu and   
                   Xin Yuan and   
     Aggelos K. Katsaggelos and   
                    Weisong Shi   Reinforcement Learning for Adaptive
                                  Video Compressive Sensing  . . . . . . . 81:1--81:??
                Yanqiao Zhu and   
                  Yichen Xu and   
                    Feng Yu and   
                  Qiang Liu and   
                         Shu Wu   Unsupervised Graph Representation
                                  Learning with Cluster-aware
                                  Self-training and Refining . . . . . . . 82:1--82:??
             Sofie Goethals and   
      Kenneth Sörensen and   
                  David Martens   The Privacy Issue of Counterfactual
                                  Explanations: Explanation Linkage
                                  Attacks  . . . . . . . . . . . . . . . . 83:1--83:??
                 Zhenyu Han and   
                   Siran Ma and   
             Changzheng Gao and   
                Erzhuo Shao and   
                  Yulai Xie and   
                 Yang Zhang and   
                    Lu Geng and   
                        Yong Li   Disease Simulation in Airport Scenario
                                  Based on Individual Mobility Model . . . 84:1--84:??
              Guangsheng Yu and   
                    Xu Wang and   
                 Caijun Sun and   
                    Ping Yu and   
                     Wei Ni and   
                   Ren Ping Liu   Obfuscating the Dataset: Impacts and
                                  Applications . . . . . . . . . . . . . . 85:1--85:??
             Eddy Maddalena and   
Luis-Daniel Ibáñez and   
                Neal Reeves and   
                  Elena Simperl   Qrowdsmith: Enhancing Paid Microtask
                                  Crowdsourcing with Gamification and
                                  Furtherance Incentives . . . . . . . . . 86:1--86:??
           Anastasia Zhadan and   
     Alexander Allahverdyan and   
             Ivan Kondratov and   
            Vikenty Mikheev and   
           Ovanes Petrosian and   
        Aleksei Romanovskii and   
                 Vitaliy Kharin   Multi-agent Reinforcement Learning-based
                                  Adaptive Heterogeneous DAG Scheduling    87:1--87:??
             Kuan-Chun Chen and   
                Cheng-Te Li and   
                   Kuo-Jung Lee   DDNAS: Discretized Differentiable Neural
                                  Architecture Search for Text
                                  Classification . . . . . . . . . . . . . 88:1--88:??
        Quratul-Ain Mahesar and   
                  Simon Parsons   Argument Schemes and a Dialogue System
                                  for Explainable Planning . . . . . . . . 89:1--89:??
              Bangchao Deng and   
                Dingqi Yang and   
                Bingqing Qu and   
        Benjamin Fankhauser and   
         Philippe Cudre-Mauroux   Robust Location Prediction over Sparse
                                  Spatiotemporal Trajectory Data:
                                  Flashback to the Right Moment! . . . . . 90:1--90:??
Javier Domínguez-Martín and   
María J. Gómez-Silva and   
          Arturo De la Escalera   Neural Architectures for Feature
                                  Embedding in Person Re-Identification: a
                                  Comparative View . . . . . . . . . . . . 91:1--91:??
             Tianxiang Zhao and   
              Dongsheng Luo and   
                Xiang Zhang and   
                    Suhang Wang   Faithful and Consistent Graph Neural
                                  Network Explanations with Rationale
                                  Alignment  . . . . . . . . . . . . . . . 92:1--92:??
                 Yupeng Zhu and   
              Yanxiang Chen and   
                Zuxing Zhao and   
               Xueliang Liu and   
                     Jinlin Guo   Local Self-attention-based Hybrid
                                  Multiple Instance Learning for Partial
                                  Spoof Speech Detection . . . . . . . . . 93:1--93:??
           Vincenzo Moscato and   
          Marco Postiglione and   
        Giancarlo Sperlí   Few-shot Named Entity Recognition:
                                  Definition, Taxonomy and Research
                                  Directions . . . . . . . . . . . . . . . 94:1--94:??
                   Yunqi Li and   
              Hanxiong Chen and   
                 Shuyuan Xu and   
               Yingqiang Ge and   
                 Juntao Tan and   
               Shuchang Liu and   
                 Yongfeng Zhang   Fairness in Recommendation: Foundations,
                                  Methods, and Applications  . . . . . . . 95:1--95:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 14, Number 6, December, 2023

                 Shang-Hua Teng   ``Intelligent Heuristics Are the Future
                                  of Computing'' . . . . . . . . . . . . . 96:1--96:??
                 Babak Rokh and   
            Ali Azarpeyvand and   
           Alireza Khanteymoori   A Comprehensive Survey on Model
                                  Quantization for Deep Neural Networks in
                                  Image Classification . . . . . . . . . . 97:1--97:??
              Xiaojin Zhang and   
                   Yan Kang and   
                   Kai Chen and   
                  Lixin Fan and   
                     Qiang Yang   Trading Off Privacy, Utility, and
                                  Efficiency in Federated Learning . . . . 98:1--98:??
                 Bolei Chen and   
              Yongzheng Cui and   
                 Ping Zhong and   
                  Wang Yang and   
              Yixiong Liang and   
                   Jianxin Wang   STExplorer: a Hierarchical Autonomous
                                  Exploration Strategy with
                                  Spatio-temporal Awareness for Aerial
                                  Robots . . . . . . . . . . . . . . . . . 99:1--99:??
                Yihao Zhang and   
                   Chu Zhao and   
                Weiwen Liao and   
                   Wei Zhou and   
                      Meng Yuan   Asymmetrical Attention Networks Fused
                                  Autoencoder for Debiased Recommendation  100:1--100:??
                 Yingwen Wu and   
                 Sizhe Chen and   
                   Kun Fang and   
                  Xiaolin Huang   Unifying Gradients to Improve Real-World
                                  Robustness for Deep Networks . . . . . . 101:1--101:??
                    Rui Yao and   
                  Ying Chen and   
                  Yong Zhou and   
                  Fuyuan Hu and   
                 Jiaqi Zhao and   
                   Bing Liu and   
                    Zhiwen Shao   Attention-guided Adversarial Attack for
                                  Video Object Segmentation  . . . . . . . 102:1--102:??
                    Rui Lin and   
                   Jing Fan and   
                     Haifeng Wu   Multi-aspect Understanding with
                                  Cooperative Graph Attention Networks for
                                  Medical Dialogue Information Extraction  103:1--103:??
  Buddhika Kasthuriarachchy and   
               Madhu Chetty and   
              Adrian Shatte and   
                   Darren Walls   Meaning-Sensitive Text Data Augmentation
                                  with Intelligent Masking . . . . . . . . 104:1--104:??
                Chu-Chen Li and   
                Cheng-Te Li and   
                    Shou-De Lin   Learning Privacy-Preserving Embeddings
                                  for Image Data to Be Published . . . . . 105:1--105:??
              Shuaiyi L(y)u and   
                   Kai Wang and   
                Yuliang Wei and   
                 Hongri Liu and   
                  Qilin Fan and   
                   Bailing Wang   GNN-based Advanced Feature Integration
                                  for ICS Anomaly Detection  . . . . . . . 106:1--106:??
                    Meng Xu and   
                 Yechao She and   
                   Yang Jin and   
                  Jianping Wang   Dynamic Weights and Prior Reward in
                                  Policy Fusion for Compound Agent
                                  Learning . . . . . . . . . . . . . . . . 107:1--107:??
             Nhu-Thuat Tran and   
                   Hady W. Lauw   Memory Network-Based Interpreter of User
                                  Preferences in Content-Aware Recommender
                                  Systems  . . . . . . . . . . . . . . . . 108:1--108:??
              Jianhang Zhou and   
             Guancheng Wang and   
              Shaoning Zeng and   
                      Bob Zhang   Learning with Euler Collaborative
                                  Representation for Robust Pattern
                                  Analysis . . . . . . . . . . . . . . . . 109:1--109:??
         Óscar Reyes and   
           Eduardo Pérez   Performing Cancer Diagnosis via an
                                  Isoform Expression Ranking-based LSTM
                                  Model  . . . . . . . . . . . . . . . . . 110:1--110:??
           Chin Wang Cheong and   
                 Kejing Yin and   
          William K. Cheung and   
        Benjamin C. M. Fung and   
                  Jonathan Poon   Adaptive Integration of Categorical and
                                  Multi-relational Ontologies with EHR
                                  Data for Medical Concept Embedding . . . 111:1--111:??
                   Heli Sun and   
                   Chen Cao and   
                Xuguang Chu and   
                Tingting Hu and   
                  Junzhi Lu and   
                   Liang He and   
                   Zhi Wang and   
                     Hui He and   
                      Hui Xiong   What Your Next Check-in Might Look Like:
                                  Next Check-in Behavior Prediction  . . . 112:1--112:??
                      Ao Qu and   
                Yihong Tang and   
                         Wei Ma   Adversarial Attacks on Deep
                                  Reinforcement Learning-based Traffic
                                  Signal Control Systems with Colluding
                                  Vehicles . . . . . . . . . . . . . . . . 113:1--113:??
                 Ronghui Xu and   
              Weiming Huang and   
                   Jun Zhao and   
                  Meng Chen and   
                    Liqiang Nie   A Spatial and Adversarial Representation
                                  Learning Approach for Land Use
                                  Classification with POIs . . . . . . . . 114:1--114:25


ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 15, Number 1, February, 2024

       Aqsa Ashraf Makhdomi and   
             Iqra Altaf Gillani   Towards a Greener and Fairer
                                  Transportation System: a Survey of Route
                                  Recommendation Techniques  . . . . . . . 1:1--1:??
                Wei-Qing Lu and   
                Hai-Miao Hu and   
                  Jinzuo Yu and   
              Shifeng Zhang and   
                     Hanzi Wang   Explicit State Representation Guided
                                  Video-based Pedestrian Attribute
                                  Recognition  . . . . . . . . . . . . . . 2:1--2:??
                     Kun Wu and   
             Chengxiang Yin and   
              Zhengping Che and   
                   Bo Jiang and   
                  Jian Tang and   
                 Zheng Guan and   
                    Gangyi Ding   Human Pose Transfer with Augmented
                                  Disentangled Feature Consistency . . . . 3:1--3:??
             Nicolas Bougie and   
             Takashi Onishi and   
             Yoshimasa Tsuruoka   Interpretable Imitation Learning with
                                  Symbolic Rewards . . . . . . . . . . . . 4:1--4:??
               Wenyuan Yang and   
                  Shuo Shao and   
                   Yue Yang and   
                  Xiyao Liu and   
                 Ximeng Liu and   
                 Zhihua Xia and   
            Gerald Schaefer and   
                       Hui Fang   Watermarking in Secure Federated
                                  Learning: a Verification Framework Based
                                  on Client-Side Backdooring . . . . . . . 5:1--5:??
                    F. Dornaika   One-step Multi-view Clustering with
                                  Consensus Graph and Data Representation
                                  Convolution  . . . . . . . . . . . . . . 6:1--6:??
               Yingyan Zeng and   
                Xiaoyu Chen and   
                        Ran Jin   Ensemble Active Learning by Contextual
                                  Bandits for AI Incubation in
                                  Manufacturing  . . . . . . . . . . . . . 7:1--7:??
             Taha Belkhouja and   
                    Yan Yan and   
            Janardhan Rao Doppa   Out-of-distribution Detection in
                                  Time-series Domain: a Novel Seasonal
                                  Ratio Scoring Approach . . . . . . . . . 8:1--8:??
          Thanh Toan Nguyen and   
           Thanh Tam Nguyen and   
          Thanh Hung Nguyen and   
                Hongzhi Yin and   
           Thanh Thi Nguyen and   
                     Jun Jo and   
          Quoc Viet Hung Nguyen   Isomorphic Graph Embedding for
                                  Progressive Maximal Frequent Subgraph
                                  Mining . . . . . . . . . . . . . . . . . 9:1--9:??
                  Junwei Lv and   
                   Yuqi Chu and   
                     Jun Hu and   
                  Peipei Li and   
                     Xuegang Hu   Second-order Confidence Network for
                                  Early Classification of Time Series  . . 10:1--10:??
                Yossef Saad and   
                  Joachim Meyer   Quantifying Levels of Influence and
                                  Causal Responsibility in Dynamic
                                  Decision Making Events . . . . . . . . . 11:1--11:??
                  Qiang Gao and   
                 Hongzhu Fu and   
              Kunpeng Zhang and   
            Goce Trajcevski and   
                    Xu Teng and   
                       Fan Zhou   Inferring Real Mobility in Presence of
                                  Fake Check-ins Data  . . . . . . . . . . 12:1--12:??
                   Hao Tang and   
                 Cheng Wang and   
              Jianguo Zheng and   
                 Changjun Jiang   Enabling Graph Neural Networks for
                                  Semi-Supervised Risk Prediction in
                                  Online Credit Loan Services  . . . . . . 13:1--13:??
                    Shuo Ma and   
              Yingwei Zhang and   
               Yiqiang Chen and   
                    Tao Xie and   
               Shuchao Song and   
                       Ziyu Jia   Exploring Structure Incentive Domain
                                  Adversarial Learning for Generalizable
                                  Sleep Stage Classification . . . . . . . 14:1--14:??
                 Yanzhao Wu and   
                 Ka-Ho Chow and   
                  Wenqi Wei and   
                       Ling Liu   Hierarchical Pruning of Deep Ensembles
                                  with Focal Diversity . . . . . . . . . . 15:1--15:??
               Yunchao Wang and   
                 Guodao Sun and   
                  Zihao Zhu and   
                    Tong Li and   
                  Ling Chen and   
                  Ronghua Liang   E$^2$Storyline: Visualizing the
                                  Relationship with Triplet Entities and
                                  Event Discovery  . . . . . . . . . . . . 16:1--16:??
               Shengyu Chen and   
                Tianshu Bao and   
                Peyman Givi and   
                  Can Zheng and   
                    Xiaowei Jia   Reconstructing Turbulent Flows Using
                                  Spatio-temporal Physical Dynamics  . . . 17:1--17:??
     Fernando Terroso-Saenz and   
 Juan Morales-García and   
            Andres Muñoz   Nationwide Air Pollution Forecasting
                                  with Heterogeneous Graph Neural Networks 18:1--18:??
          Shima Khoshraftar and   
                       Aijun An   A Survey on Graph Representation
                                  Learning Methods . . . . . . . . . . . . 19:1--19:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 15, Number 2, April, 2024

                Haiyan Zhao and   
                Hanjie Chen and   
                   Fan Yang and   
                Ninghao Liu and   
                 Huiqi Deng and   
                 Hengyi Cai and   
            Shuaiqiang Wang and   
                  Dawei Yin and   
                     Mengnan Du   Explainability for Large Language
                                  Models: a Survey . . . . . . . . . . . . 20:1--20:??
                Yunke Zhang and   
                    Tong Li and   
                  Yuan Yuan and   
                  Fengli Xu and   
                   Fan Yang and   
                 Funing Sun and   
                        Yong Li   Demand-driven Urban Facility Visit
                                  Prediction . . . . . . . . . . . . . . . 21:1--21:??
        Vasileios Tsouvalas and   
                Aaqib Saeed and   
             Tanir Ozcelebi and   
               Nirvana Meratnia   Labeling Chaos to Learning Harmony:
                                  Federated Learning with Noisy Labels . . 22:1--22:??
                   Wei Chen and   
               Hongjun Wang and   
              Yinghui Zhang and   
                  Ping Deng and   
                Zhipeng Luo and   
                     Tianrui Li   $T$-Distributed Stochastic Neighbor
                                  Embedding for Co-Representation Learning 23:1--23:??
                Sangwon Lee and   
                 Junho Hong and   
                   Ling Liu and   
                     Wonik Choi   TS-Fastformer: Fast Transformer for
                                  Time-series Forecasting  . . . . . . . . 24:1--24:??
                  Eunji Lee and   
                Sihyeon Kim and   
                Sundong Kim and   
                Soyeon Jung and   
                  Heeja Kim and   
                   Meeyoung Cha   Explainable Product Classification for
                                  Customs  . . . . . . . . . . . . . . . . 25:1--25:??
                 Ana Neacsu and   
    Jean-Christophe Pesquet and   
             Corneliu Burileanu   EMG-Based Automatic Gesture Recognition
                                  Using Lipschitz-Regularized Neural
                                  Networks . . . . . . . . . . . . . . . . 26:1--26:??
               Dana Pessach and   
                Tamir Tassa and   
                   Erez Shmueli   Fairness-Driven Private Collaborative
                                  Machine Learning . . . . . . . . . . . . 27:1--27:??
                 Zhiyuan Wu and   
                  Sheng Sun and   
                 Yuwei Wang and   
                    Min Liu and   
                 Quyang Pan and   
                Junbo Zhang and   
                    Zeju Li and   
                  Qingxiang Liu   Exploring the Distributed Knowledge
                                  Congruence in Proxy-data-free Federated
                                  Distillation . . . . . . . . . . . . . . 28:1--28:??
                  Yuan Yuan and   
               Jingtao Ding and   
              Huandong Wang and   
                     Depeng Jin   Generating Daily Activities with Need
                                  Dynamics . . . . . . . . . . . . . . . . 29:1--29:??
                    Meng Xu and   
               Xinhong Chen and   
                 Yechao She and   
                   Yang Jin and   
                Guanyi Zhao and   
                  Jianping Wang   Strengthening Cooperative Consensus in
                                  Multi-Robot Confrontation  . . . . . . . 30:1--30:??
                    Jin Han and   
               Yun-Feng Ren and   
       Alessandro Brighente and   
                    Mauro Conti   RANGO: a Novel Deep Learning Approach to
                                  Detect Drones Disguising from Video
                                  Surveillance Systems . . . . . . . . . . 31:1--31:??
                Zefang Zong and   
                   Xia Tong and   
                 Meng Zheng and   
                        Yong Li   Reinforcement Learning for Solving
                                  Multiple Vehicle Routing Problem with
                                  Time Window  . . . . . . . . . . . . . . 32:1--32:??
              Jhih-Chen Liu and   
            Chiao-Ting Chen and   
                    Chi Lee and   
                  Szu-Hao Huang   Evolving Knowledge Graph Representation
                                  Learning with Multiple Attention
                                  Strategies for Citation Recommendation
                                  System . . . . . . . . . . . . . . . . . 33:1--33:??
                Fenyu Jiang and   
              Huandong Wang and   
                        Yong Li   VesNet: a Vessel Network for Jointly
                                  Learning Route Pattern and Future
                                  Trajectory . . . . . . . . . . . . . . . 34:1--34:??
            Chiao-Ting Chen and   
                    Chi Lee and   
              Szu-Hao Huang and   
                  Wen-Chih Peng   Credit Card Fraud Detection via
                                  Intelligent Sampling and Self-supervised
                                  Learning . . . . . . . . . . . . . . . . 35:1--35:??
                   Simi Job and   
                Xiaohui Tao and   
                     Lin Li and   
                 Haoran Xie and   
                 Taotao Cai and   
              Jianming Yong and   
                        Qing Li   Optimal Treatment Strategies for
                                  Critical Patients with Deep
                                  Reinforcement Learning . . . . . . . . . 36:1--36:??
                    Mai Hao and   
                   Ming Cai and   
               Minghui Fang and   
                     Linlin You   SiG: a Siamese-Based Graph Convolutional
                                  Network to Align Knowledge in Autonomous
                                  Transportation Systems . . . . . . . . . 37:1--37:??
                   Gary Ang and   
                    Ee-Peng Lim   Temporal Implicit Multimodal Networks
                                  for Investment and Risk Management . . . 38:1--38:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 15, Number 3, June, 2024

               Yupeng Chang and   
                    Xu Wang and   
               Jindong Wang and   
                    Yuan Wu and   
                 Linyi Yang and   
                 Kaijie Zhu and   
                   Hao Chen and   
                Xiaoyuan Yi and   
              Cunxiang Wang and   
                Yidong Wang and   
                     Wei Ye and   
                  Yue Zhang and   
                   Yi Chang and   
               Philip S. Yu and   
                 Qiang Yang and   
                       Xing Xie   A Survey on Evaluation of Large Language
                                  Models . . . . . . . . . . . . . . . . . 39:1--39:??
                Dylan Molho and   
               Jiayuan Ding and   
               Wenzhuo Tang and   
                Zhaoheng Li and   
                Hongzhi Wen and   
                 Yixin Wang and   
             Julian Venegas and   
                    Wei Jin and   
                Renming Liu and   
                   Runze Su and   
            Patrick Danaher and   
                Robert Yang and   
                 Yu Leo Lei and   
                 Yuying Xie and   
                   Jiliang Tang   Deep Learning in Single-cell Analysis    40:1--40:??
                    Xuri Ge and   
             Joemon M. Jose and   
                 Songpei Xu and   
                   Xiao Liu and   
                         Hu Han   MGRR-Net: Multi-level Graph Relational
                                  Reasoning Network for Facial Action Unit
                                  Detection  . . . . . . . . . . . . . . . 41:1--41:??
                   Qin Yang and   
           Ramviyas Parasuraman   Bayesian Strategy Networks Based Soft
                                  Actor-Critic Learning  . . . . . . . . . 42:1--42:??
 S. M. Bhagya P. Samarakoon and   
   M. A. Viraj J. Muthugala and   
             Mohan Rajesh Elara   Internal Rehearsals for a Reconfigurable
                                  Robot to Improve Area Coverage
                                  Performance  . . . . . . . . . . . . . . 43:1--43:??
                Bum Jun Kim and   
               Hyeyeon Choi and   
               Hyeonah Jang and   
                   Sang Woo Kim   Guidelines for the Regularization of
                                  Gammas in Batch Normalization for Deep
                                  Residual Networks  . . . . . . . . . . . 44:1--44:??
                 Weidong He and   
                     Zhi Li and   
                   Hao Wang and   
                    Tong Xu and   
               Zhefeng Wang and   
               Baoxing Huai and   
         Nicholas Jing Yuan and   
                    Enhong Chen   Multimodal Dialogue Systems via
                                  Capturing Context-aware Dependencies and
                                  Ordinal Information of Semantic Elements 45:1--45:??
            Luca Gherardini and   
           Varun Ravi Varma and   
              Karol Capa\la and   
                Roger Woods and   
                     Jose Sousa   CACTUS: a Comprehensive Abstraction and
                                  Classification Tool for Uncovering
                                  Structures . . . . . . . . . . . . . . . 46:1--46:??
              Davor Vukadin and   
              Petar Afri\'c and   
              Marin Sili\'c and   
                    Goran Delac   Advancing Attribution-Based Neural
                                  Network Explainability through Relative
                                  Absolute Magnitude Layer-Wise Relevance
                                  Propagation and Multi-Component
                                  Evaluation . . . . . . . . . . . . . . . 47:1--47:??
                Yunji Liang and   
              Nengzhen Chen and   
                  Zhiwen Yu and   
                   Lei Tang and   
                 Hongkai Yu and   
                    Bin Guo and   
              Daniel Dajun Zeng   Learning Cross-modality Interaction for
                                  Robust Depth Perception of Autonomous
                                  Driving  . . . . . . . . . . . . . . . . 48:1--48:??
              Vinayak Gupta and   
              Srikanta Bedathur   Tapestry of Time and Actions: Modeling
                                  Human Activity Sequences Using Temporal
                                  Point Process Flows  . . . . . . . . . . 49:1--49:??
                    Jing Yi and   
                 Zhenzhong Chen   Deconfounded Cross-modal Matching for
                                  Content-based Micro-video Background
                                  Music Recommendation . . . . . . . . . . 50:1--50:??
                 Chaofan Fu and   
                Pengyang Yu and   
                  Yanwei Yu and   
                 Chao Huang and   
             Zhongying Zhao and   
                     Junyu Dong   MHGCN+: Multiplex Heterogeneous Graph
                                  Convolutional Network  . . . . . . . . . 51:1--51:??
              Xiaojin Zhang and   
                  Lixin Fan and   
                 Siwei Wang and   
                  Wenjie Li and   
                   Kai Chen and   
                     Qiang Yang   A Game-theoretic Framework for
                                  Privacy-preserving Federated Learning    52:1--52:??
             Shenghai Zhong and   
                    Shu Guo and   
                   Jing Liu and   
              Hongren Huang and   
                Lihong Wang and   
                 Jianxin Li and   
                    Chen Li and   
                     Yiming Hei   Self-supervised Bipartite Graph
                                  Representation Learning: a Dirichlet
                                  Max-margin Matrix Factorization Approach 53:1--53:??
                Jinwei Zeng and   
              Guozhen Zhang and   
                  Jian Yuan and   
                    Yong Li and   
                     Depeng Jin   Empowering Predictive Modeling by
                                  GAN-based Causal Information Learning    54:1--54:??
              Xiaojin Zhang and   
                   Yan Kang and   
                  Lixin Fan and   
                   Kai Chen and   
                     Qiang Yang   A Meta-Learning Framework for Tuning
                                  Parameters of Protection Mechanisms in
                                  Trustworthy Federated Learning . . . . . 55:1--55:??
                 Cody Lewis and   
         Vijay Varadharajan and   
              Nasimul Noman and   
                  Uday Tupakula   Ensuring Fairness and Gradient Privacy
                                  in Personalized Heterogeneous Federated
                                  Learning . . . . . . . . . . . . . . . . 56:1--56:??
                 Saira Bano and   
          Nicola Tonellotto and   
           Pietro Cassar\`a and   
                  Alberto Gotta   FedCMD: a Federated Cross-modal
                                  Knowledge Distillation for Drivers'
                                  Emotion Recognition  . . . . . . . . . . 57:1--57:??
               Rongchang Li and   
                Tianyang Xu and   
                Xiao-Jun Wu and   
              Zhongwei Shen and   
                  Josef Kittler   Perceiving Actions via Temporal Video
                                  Frame Pairs  . . . . . . . . . . . . . . 58:1--58:??
                Pengyu Wang and   
                Xuechen Luo and   
                 Wenxin Tai and   
              Kunpeng Zhang and   
            Goce Trajcevsky and   
                       Fan Zhou   Score-based Graph Learning for Urban
                                  Flow Prediction  . . . . . . . . . . . . 59:1--59:??
              Chance DeSmet and   
                     Diane Cook   HydraGAN: a Cooperative Agent Model for
                                  Multi-Objective Data Generation  . . . . 60:1--60:??
                Cangqi Zhou and   
                   Hui Chen and   
                 Jing Zhang and   
                  Qianmu Li and   
                    Dianming Hu   Quintuple-based Representation Learning
                                  for Bipartite Heterogeneous Networks . . 61:1--61:??
             Ivan Sekuli\'c and   
      Mohammad Alinannejadi and   
                 Fabio Crestani   Analysing Utterances in LLM-Based User
                                  Simulation for Conversational Search . . 62:1--62:??

ACM Transactions on Intelligent Systems and Technology (TIST)
Volume 15, Number 4, August, 2024

               Runxuan Miao and   
                  Erdem Koyuncu   Federated Momentum Contrastive
                                  Clustering . . . . . . . . . . . . . . . 63:1--63:??
          Hussein Al-Bazzaz and   
              Muhammad Azam and   
               Manar Amayri and   
                 Nizar Bouguila   Explainable finite mixture of mixtures
                                  of bounded asymmetric generalized
                                  Gaussian and Uniform distributions
                                  learning for energy demand management    64:1--64:??
               Hai Yin Piao and   
               Shengqi Yang and   
               Hechang Chen and   
                  Junnan Li and   
                     Jin Yu and   
                Xuanqi Peng and   
                   Xin Yang and   
                  Zhen Yang and   
                Zhixiao Sun and   
                       Yi Chang   Discovering Expert-Level Air Combat
                                  Knowledge via Deep Excitatory-Inhibitory
                                  Factorized Reinforcement Learning  . . . 65:1--65:??
                        Xu Chen   Robust Structure-Aware Graph-based
                                  Semi-Supervised Learning: Batch and
                                  Recursive Processing . . . . . . . . . . 66:1--66:??
                  Meng Jian and   
                 Yulong Bai and   
                  Xusong Fu and   
               Jingjing Guo and   
                     Ge Shi and   
                      Lifang Wu   Counterfactual Graph Convolutional
                                  Learning for Personalized Recommendation 67:1--67:??
                Yaochen Zhu and   
                    Jing Yi and   
                  Jiayi Xie and   
                 Zhenzhong Chen   Deep Causal Reasoning for
                                  Recommendations  . . . . . . . . . . . . 68:1--68:??
           Lo Pang-Yun Ting and   
                  Rong Chao and   
             Chai-Shi Chang and   
                  Kun-Ta Chuang   An Explore-Exploit Workload-Bounded
                                  Strategy for Rare Event Detection in
                                  Massive Energy Sensor Time Series  . . . 69:1--69:??
                  Zhuo Zhao and   
              Guangyou Zhou and   
                 Zhiwen Xie and   
                 Lingfei Wu and   
            Jimmy Xiangji Huang   CGKPN: Cross-Graph Knowledge Propagation
                                  Network with Adaptive Connection for
                                  Reasoning-Based Machine Reading
                                  Comprehension  . . . . . . . . . . . . . 70:1--70:??
                Yu-Tung Pai and   
                Nien-En Sun and   
                Cheng-Te Li and   
                    Shou-de Lin   Incremental Data Drifting: Evaluation
                                  Metrics, Data Generation, and Approach
                                  Comparison . . . . . . . . . . . . . . . 71:1--71:??
                   Lina Yao and   
             Julian McAuley and   
               Xianzhi Wang and   
                Dietmar Jannach   Special Issue on Responsible Recommender
                                  Systems Part 1 . . . . . . . . . . . . . 72:1--72:??
                 Yongsu Ahn and   
                      Yu-Ru Lin   Break Out of a Pigeonhole: a Unified
                                  Framework for Examining Miscalibration,
                                  Bias, and Stereotype in Recommender
                                  Systems  . . . . . . . . . . . . . . . . 73:1--73:??
           Erica Coppolillo and   
               Marco Minici and   
             Ettore Ritacco and   
          Luciano Caroprese and   
           Francesco Pisani and   
                 Giuseppe Manco   Balanced Quality Score: Measuring
                                  Popularity Debiasing in Recommendation   74:1--74:??
             Paula G. Duran and   
              Pere Gilabert and   
         Santi Seguí and   
                 Jordi Vitri\`a   Overcoming Diverse Undesired Effects in
                                  Recommender Systems: a Deontological
                                  Approach . . . . . . . . . . . . . . . . 75:1--75:??
                  Yuwen Liu and   
              Xiaokang Zhou and   
               Huaizhen Kou and   
                  Yawu Zhao and   
                Xiaolong Xu and   
                Xuyun Zhang and   
                    Lianyong Qi   Privacy-preserving Point-of-interest
                                  Recommendation based on Simplified Graph
                                  Convolutional Network for Geological
                                  Traveling  . . . . . . . . . . . . . . . 76:1--76:??
                  Zhitao Li and   
                Zhaohao Lin and   
                 Feng Liang and   
                  Weike Pan and   
                 Qiang Yang and   
                     Zhong Ming   Decentralized Federated Recommendation
                                  with Privacy-aware Structured
                                  Client-level Graph . . . . . . . . . . . 77:1--77:??
                  Waqar Ali and   
               Rajesh Kumar and   
              Xiangmin Zhou and   
                       Jie Shao   Responsible Recommendation Services with
                                  Blockchain Empowered Asynchronous
                                  Federated Learning . . . . . . . . . . . 78:1--78:??
               Tieliang Gao and   
                    Li Duan and   
                Lufeng Feng and   
                     Wei Ni and   
                  Quan Z. Sheng   A Novel Blockchain-based Responsible
                                  Recommendation System for Service
                                  Process Creation and Recommendation  . . 79:1--79:??
                     Nan Li and   
                    Bo Kang and   
            Jefrey Lijffijt and   
                    Tijl De Bie   FEIR: Quantifying and Reducing Envy and
                                  Inferiority for Fair Recommendation of
                                  Limited Resources  . . . . . . . . . . . 80:1--80:??
                    Ming Li and   
                     Lin Li and   
                Xiaohui Tao and   
               Zhongwei Xie and   
                   Qing Xie and   
                  Jingling Yuan   Boosting Healthiness Exposure in
                                  Category-Constrained Meal Recommendation
                                  Using Nutritional Standards  . . . . . . 81:1--81:??
               Jianghong Ma and   
                 Huiyue Sun and   
                Dezhao Yang and   
                   Haijun Zhang   Personalized Fashion Recommendations for
                                  Diverse Body Shapes with Contrastive
                                  Multimodal Cross-Attention Network . . . 82:1--82:??
                Ehsan Elahi and   
                Sajid Anwar and   
                 Babar Shah and   
                Zahid Halim and   
                Abrar Ullah and   
                  Imad Rida and   
                 Muhammad Waqas   Knowledge Graph Enhanced Contextualized
                                  Attention-Based Network for Responsible
                                  User-Specific Recommendation . . . . . . 83:1--83:??
               Shoujin Wang and   
              Xiuzhen Zhang and   
                   Yan Wang and   
                Francesco Ricci   Trustworthy Recommender Systems  . . . . 84:1--84:??
                 Dongjin Yu and   
             Xingliang Wang and   
                   Yu Xiong and   
                Xudong Shen and   
                   Runze Wu and   
              Dongjing Wang and   
                  Zhene Zou and   
                    Guandong Xu   MHANER: a Multi-source Heterogeneous
                                  Graph Attention Network for Explainable
                                  Recommendation in Online Games . . . . . 85:1--85:??
                  Xuhui Ren and   
                  Tong Chen and   
      Quoc Viet Hung Nguyen and   
                 Lizhen Cui and   
                   Zi Huang and   
                    Hongzhi Yin   Explicit Knowledge Graph Reasoning for
                                  Conversational Recommendation  . . . . . 86:1--86:??
                   Kezhi Lu and   
                 Qian Zhang and   
               Danny Hughes and   
            Guangquan Zhang and   
                         Jie Lu   AMT-CDR: a Deep Adversarial
                                  Multi-Channel Transfer Network for
                                  Cross-Domain Recommendation  . . . . . . 87:1--87:??