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Volume 1, Number 1, October, 2010Qiang 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:??
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:??
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:??
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:??
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:??
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:??
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:??
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:??
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:??
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:??
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:??
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:??
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:??
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:??
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:??
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:??
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:??
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:??
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:??
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:??
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:??
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:??
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:??
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:??
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:??
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:??
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:??
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:??
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:??
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:??
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:??
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:??
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:??
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:??
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:??
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:??
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:??
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:??
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:??
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:??
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:??
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:??
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:??
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:??
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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:??
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:??
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:??
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:??
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:??
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:??
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:??
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:??
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
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:??
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:??
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:??
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:??