Last update:
Sat Oct 25 07:11:02 MDT 2025
Qiang Yang Introduction to ACM TIST . . . . . . . . 1:1--1:??
Huan Liu and
Dana Nau Introduction to the ACM TIST special
issue AI in social computing and
cultural modeling . . . . . . . . . . . 2:1--2:??
William Sims Bainbridge Virtual worlds as cultural models . . . 3:1--3:??
Michal Feldman and
Moshe Tennenholtz Structured coalitions in resource
selection games . . . . . . . . . . . . 4:1--4:??
Fang Wu and
Bernardo A. Huberman Opinion formation under costly
expression . . . . . . . . . . . . . . . 5:1--5:??
Patrick Roos and
J. Ryan Carr and
Dana S. Nau Evolution of state-dependent risk
preferences . . . . . . . . . . . . . . 6:1--6:??
Rebecca Goolsby Social media as crisis platform: The
future of community maps/crisis maps . . 7:1--7:??
Meng Wang and
Bo Liu and
Xian-Sheng Hua Accessible image search for
colorblindness . . . . . . . . . . . . . 8:1--8:??
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:??
Ekaterina Gilman and
Francesca Bugiotti and
Ahmed Khalid and
Hassan Mehmood and
Panos Kostakos and
Lauri Tuovinen and
Johanna Ylipulli and
Xiang Su and
Denzil Ferreira Addressing Data Challenges to Drive the
Transformation of Smart Cities . . . . . 88:1--88:??
Mandar Sharma and
Ajay Kumar Gogineni and
Naren Ramakrishnan Neural Methods for Data-to-text
Generation . . . . . . . . . . . . . . . 89:1--89:??
Zhor Diffallah and
Hadjer Ykhlef and
Hafida Bouarfa Teacher--Student Framework for
Polyphonic Semi-supervised Sound Event
Detection: Survey and Empirical Analysis 90:1--90:??
Lizhou Fan and
Lingyao Li and
Zihui Ma and
Sanggyu Lee and
Huizi Yu and
Libby Hemphill A Bibliometric Review of Large Language
Models Research from 2017 to 2023 . . . 91:1--91:??
Monika Choudhary and
Satyendra Singh Chouhan and
Santosh Singh Rathore Beyond Text: Multimodal Credibility
Assessment Approaches for Online
User-Generated Content . . . . . . . . . 92:1--92:??
Janet Layne and
Qudrat E. Alahy Ratul and
Edoardo Serra and
Sushil Jajodia Analyzing Robustness of Automatic
Scientific Claim Verification Tools
against Adversarial Rephrasing Attacks 93:1--93:??
Yash Mahajan and
Jin-Hee Cho and
Ing-Ray Chen Privacy-Preserving and Diversity-Aware
Trust-based Team Formation in Online
Social Networks . . . . . . . . . . . . 94:1--94:??
Haoyang Bi and
Qi Liu and
Han Wu and
Weidong He and
Zhenya Huang and
Yu Yin and
Haiping Ma and
Yu Su and
Shijin Wang and
Enhong Chen Model-Agnostic Adaptive Testing for
Intelligent Education Systems via
Meta-learned Gradient Embeddings . . . . 95:1--95:??
Fudan Yu and
Guozhen Zhang and
Haotian Wang and
Depeng Jin and
Yong Li Fine-grained Courier Delivery Behavior
Recovery with a Digital Twin Based
Iterative Calibration Framework . . . . 96:1--96:??
Xuansheng Wu and
Hanqin Wan and
Qiaoyu Tan and
Wenlin Yao and
Ninghao Liu DIRECT: Dual Interpretable
Recommendation with Multi-aspect Word
Attribution . . . . . . . . . . . . . . 97:1--97:??
Sichun Luo and
Yuanzhang Xiao and
Xinyi Zhang and
Yang Liu and
Wenbo Ding and
Linqi Song PerFedRec++: Enhancing Personalized
Federated Recommendation with
Self-Supervised Pre-Training . . . . . . 98:1--98:??
Dexian Wang and
Tianrui Li and
Ping Deng and
Zhipeng Luo and
Pengfei Zhang and
Keyu Liu and
Wei Huang DNSRF: Deep Network-based Semi-NMF
Representation Framework . . . . . . . . 99:1--99:??
Moshe Levy and
Guy Amit and
Yuval Elovici and
Yisroel Mirsky Ranking the Transferability of
Adversarial Examples . . . . . . . . . . 100:1--100:??
Miaomiao Cai and
Min Hou and
Lei Chen and
Le Wu and
Haoyue Bai and
Yong Li and
Meng Wang Mitigating Recommendation Biases via
Group-Alignment and Global-Uniformity in
Representation Learning . . . . . . . . 101:1--101:??
Saleh Baghersalimi and
Alireza Amirshahi and
Farnaz Forooghifar and
Tomas Teijeiro and
Amir Aminifar and
David Atienza M2SKD: Multi-to-Single Knowledge
Distillation of Real-Time Epileptic
Seizure Detection for Low-Power Wearable
Systems . . . . . . . . . . . . . . . . 102:1--102:??
Bernardo Breve and
Gaetano Cimino and
Vincenzo Deufemia Hybrid Prompt Learning for Generating
Justifications of Security Risks in
Automation Rules . . . . . . . . . . . . 103:1--103:??
Shucun Fu and
Fang Dong and
Dian Shen and
Runze Chen and
Jiangshan Hao DESIGN: Online Device Selection and Edge
Association for Federated Synergy
Learning-enabled AIoT . . . . . . . . . 104:1--104:??
Aqsa Ashraf Makhdomi and
Iqra Altaf Gillani Fair and Efficient Ridesharing: a
Dynamic Programming-based Relocation
Approach . . . . . . . . . . . . . . . . 105:1--105:??
Arun Sharma and
Subhankar Ghosh and
Shashi Shekhar Physics-Based Abnormal Trajectory Gap
Detection . . . . . . . . . . . . . . . 106:1--106:??
Oussama Sghaier and
Manar Amayri and
Nizar Bouguila Libby--Novick Beta-Liouville
Distribution for Enhanced Anomaly
Detection in Proportional Data . . . . . 107:1--107:??
Yan Zhuang and
Junyan Zhang and
Ruogu Lu and
Kunlun He and
Xiuxing Li MedNER: Enhanced Named Entity
Recognition in Medical Corpus via
Optimized Balanced and Deep Active
Learning . . . . . . . . . . . . . . . . 108:1--108:??
Lo Pang-Yun Ting and
Huan-Yang Wang and
Jhe-Yun Jhang and
Kun-Ta Chuang Online Spatial-Temporal EV Charging
Scheduling with Incentive Promotion . . 109:1--109:??
Moreno La Quatra and
Giuseppe Gallipoli and
Luca Cagliero Self-supervised Text Style Transfer
Using Cycle-Consistent Adversarial
Networks . . . . . . . . . . . . . . . . 110:1--110:??
Te-Yu Chi and
Jyh-Shing Roger Jang WC-SBERT: Zero-Shot Topic Classification
Using SBERT and Light Self-Training on
Wikipedia Categories . . . . . . . . . . 111:1--111:??
Yifei Zhang and
Dun Zeng and
Jinglong Luo and
Xinyu Fu and
Guanzhong Chen and
Zenglin Xu and
Irwin King A Survey of Trustworthy Federated
Learning: Issues, Solutions, and
Challenges . . . . . . . . . . . . . . . 112:1--112:??
Meriem Arbaoui and
Mohamed-el-Amine Brahmia and
Abdellatif Rahmoun and
Mourad Zghal Federated Learning Survey: a Multi-Level
Taxonomy of Aggregation Techniques,
Experimental Insights, and Future
Frontiers . . . . . . . . . . . . . . . 113:1--113:??
Giovanni Gabbolini and
Derek Bridge Surveying More Than Two Decades of Music
Information Retrieval Research on
Playlists . . . . . . . . . . . . . . . 114:1--114:??
Peipei Song and
Yuanen Zhou and
Xun Yang and
Daqing Liu and
Zhenzhen Hu and
Depeng Wang and
Meng Wang Efficiently Gluing Pre-Trained Language
and Vision Models for Image Captioning 115:1--115:??
Jingjing Wu and
Richang Hong and
Shengeng Tang Intermediary-Generated Bridge Network
for RGB-D Cross-Modal Re-Identification 116:1--116:??
Huiqun Huang and
Xi Yang and
Suining He and
Mahan Tabatabaie Toward Ubiquitous Interaction-Attentive
and Extreme-Aware Crowd Activity Level
Prediction . . . . . . . . . . . . . . . 117:1--117:??
V. Jothi Prakash and
S. Arul Antran Vijay A Unified Framework for Analyzing
Textual Context and Intent in Social
Media . . . . . . . . . . . . . . . . . 118:1--118:??
Deniz Koyuncu and
Alex Gittens and
Bülent Yener and
Moti Yung Adversarial Missingness Attacks on
Causal Structure Learning . . . . . . . 119:1--119:??
Kevin Meng and
Damian Jimenez and
Jacob Daniel Devasier and
Sai Sandeep Naraparaju and
Fatma Arslan and
Daniel Obembe and
Chengkai Li Gradient-Based Adversarial Training on
Transformer Networks for Detecting
Check-Worthy Factual Claims . . . . . . 120:1--120:??
Yuanfeng Lian and
Shoushuang Pei and
Mengqi Chen and
Jing Hua Relation Constrained Capsule Graph
Neural Networks for Non-Rigid Shape
Correspondence . . . . . . . . . . . . . 121:1--121:??
Ji Liu and
Juncheng Jia and
Hong Zhang and
Yuhui Yun and
Leye Wang and
Yang Zhou and
Huaiyu Dai and
Dejing Dou Efficient Federated Learning Using
Dynamic Update and Adaptive Pruning with
Momentum on Shared Server Data . . . . . 122:1--122:??
Jiahui Gong and
Tong Li and
Huandong Wang and
Yu Liu and
Xing Wang and
Zhendong Wang and
Chao Deng and
Junlan Feng and
Depeng Jin and
Yong Li KGDA: a Knowledge Graph Driven
Decomposition Approach for Cellular
Traffic Prediction . . . . . . . . . . . 123:1--123:??
Jinhui Yi and
Huan Yan and
Haotian Wang and
Jian Yuan and
Yong Li RCCNet: a Spatial-Temporal Neural
Network Model for Logistics Delivery
Timely Rate Prediction . . . . . . . . . 124:1--124:??
Marcos Maroto-Gómez and
Matthew Lewis and
Álvaro Castro-González and
María Malfaz and
Miguel Ángel Salichs and
Lola Cañamero Adapting to My User, Engaging with My
Robot: an Adaptive Affective
Architecture for a Social Assistive
Robot . . . . . . . . . . . . . . . . . 125:1--125:??
Tariq Ahamed Ahanger and
Munish Bhatia and
Abdulaziz Aldaej Quantum Informative Analysis in Smart
Power Distribution . . . . . . . . . . . 126:1--126:??
Shengjie Zhou and
Senlin Shu and
Haobo Wang and
Hongxin Wei and
Tao Xiang and
Beibei Li Multiple-Instance Learning from Pairwise
Comparison Bags . . . . . . . . . . . . 127:1--127:??
Nguyen Minh Thao Phan and
Ling Chen and
Chun-Hung Chen and
Wen-Chih Peng FastRx: Exploring Fastformer and
Memory-Augmented Graph Neural Networks
for Personalized Medication
Recommendations . . . . . . . . . . . . 128:1--128:??
Hyunho Lee and
Younghoon Lee User Opinion-Focused Abstractive
Summarization Using Explainable
Artificial Intelligence . . . . . . . . 129:1--129:??
Giuseppe Cascavilla and
Gemma Catolino and
Mauro Conti and
Dimos Mellios and
Damian Tamburri Few Images, Many Insights: Illicit
Content Detection Using a Limited Number
of Images . . . . . . . . . . . . . . . 130:1--130:??
Jiayu Hu and
Senlin Shu and
Beibei Li and
Tao Xiang and
Zhongshi He An Unbiased Risk Estimator for Partial
Label Learning with Augmented Classes 131:1--131:??
Trung-Hoang Le and
Hady W. Lauw Question-Attentive Review-Level
Explanation for Neural Rating Regression 132:1--132:??
Hanan Hussain and
P. S. Tamizharasan and
Praveen Kumar Yadav OptiRet-Net: an Optimized Low-Light
Image Enhancement Technique for CV-Based
Applications in Resource-Constrained
Environments . . . . . . . . . . . . . . 133:1--133:??
Yan Kang and
Hanlin Gu and
Xingxing Tang and
Yuanqin He and
Yuzhu Zhang and
Jinnan He and
Yuxing Han and
Lixin Fan and
Kai Chen and
Qiang Yang Optimizing Privacy, Utility, and
Efficiency in a Constrained
Multi-Objective Federated Learning
Framework . . . . . . . . . . . . . . . 134:1--134:??
Shaowen Su and
Yan Zhang and
Minggang Gan Proposal Semantic Relationship Graph
Network for Temporal Action Detection 135:1--135:??
Lina Yao and
Julian McAuley and
Xianzhi Wang and
Dietmar Jannach Special Issue on Responsible Recommender
Systems Part 2 . . . . . . . . . . . . . 1:1--1:??
Yuying Zhao and
Yu Wang and
Yunchao Liu and
Xueqi Cheng and
Charu C. Aggarwal and
Tyler Derr Fairness and Diversity in Recommender
Systems: a Survey . . . . . . . . . . . 2:1--2:??
Aris Anagnostopoulos and
Luca Becchetti and
Matteo Böhm and
Adriano Fazzone and
Stefano Leonardi and
Cristina Menghini and
Chris Schwiegelshohn Fair Projections as a Means toward
Balanced Recommendations . . . . . . . . 3:1--3:??
Chao Yan and
Weiyi Zhong and
Dengshuai Zhai and
Arif Ali Khan and
Wenwen Gong and
Yanwei Xu and
Baogui Xin Popularity Bias in Correlation
Graph-based API Recommendation for
Mashup Creation . . . . . . . . . . . . 4:1--4:??
Chenhao Zhang and
Weitong Chen and
Wei Zhang and
Miao Xu Mitigating the Impact of Inaccurate
Feedback in Dynamic Learning-to-Rank: a
Study of Overlooked Interesting Items 5:1--5:??
Giacomo Medda and
Francesco Fabbri and
Mirko Marras and
Ludovico Boratto and
Gianni Fenu GNNUERS: Fairness Explanation in GNNs
for Recommendation via Counterfactual
Reasoning . . . . . . . . . . . . . . . 6:1--6:??
Lucas Möller and
Sebastian Padó Explaining Neural News Recommendation
with Attributions onto Reading Histories 7:1--7:??
Hao Liao and
Shuo Wang and
Hao Cheng and
Wei Zhang and
Jiwei Zhang and
Mingyang Zhou and
Kezhong Lu and
Rui Mao and
Xing Xie Aspect-Enhanced Explainable
Recommendation with Multi-modal
Contrastive Learning . . . . . . . . . . 8:1--8:??
Haojie Zhuang and
Wei Zhang and
Weitong Chen and
Jian Yang and
Quan Z. Sheng Improving Faithfulness and Factuality
with Contrastive Learning in Explainable
Recommendation . . . . . . . . . . . . . 9:1--9:??
Peter Carragher and
Evan M. Williams and
Kathleen M. Carley Misinformation Resilient Search Rankings
with Webgraph-Based Interventions . . . 10:1--10:??
Shanshan Ye and
Jie Lu Robust Recommender Systems with Rating
Flip Noise . . . . . . . . . . . . . . . 11:1--11:??
Suleyman Uslu and
Davinder Kaur and
Samuel J. Rivera and
Arjan Durresi and
Meghna Babbar-Sebens and
Jenna H. Tilt A Trustworthy and Responsible
Decision-Making Framework for Resource
Management in Food-Energy-Water Nexus: a
Control-Theoretical Approach . . . . . . 12:1--12:??
Hongliang Sun and
Zhiying Tu and
Dianbo Sui and
Bolin Zhang and
Xiaofei Xu A Federated Social Recommendation
Approach with Enhanced Hypergraph Neural
Network . . . . . . . . . . . . . . . . 13:1--13:??
Thirasara Ariyarathna and
Meisam Mohommady and
Hye-young Paik and
Salil S. Kanhere DeepSneak: User GPS Trajectory
Reconstruction from Federated Route
Recommendation Models . . . . . . . . . 14:1--14:??
Jennifer Golbeck Recommender System-Induced Eating
Disorder Relapse: Harmful Content and
the Challenges of Responsible
Recommendation . . . . . . . . . . . . . 15:1--15:??
Alessandro Fabris and
Nina Baranowska and
Matthew J. Dennis and
David Graus and
Philipp Hacker and
Jorge Saldivar and
Frederik Zuiderveen Borgesius and
Asia J. Biega Fairness and Bias in Algorithmic Hiring:
a Multidisciplinary Survey . . . . . . . 16:1--16:??
Lokendra Birla and
Trishna Saikia and
Puneet Gupta AVENUE: a Novel Deepfake Detection
Method Based on Temporal Convolutional
Network and rPPG Information . . . . . . 17:1--17:??
Yihong Zhang and
Takahiro Hara Extracting Political Interest Model from
Interaction Data Based on Novel
Word-level Bias Assignment . . . . . . . 18:1--18:??
Jihoon Ko and
Shinhwan Kang and
Taehyung Kwon and
Heechan Moon and
Kijung Shin BeGin: Extensive Benchmark Scenarios and
an Easy-to-use Framework for Graph
Continual Learning . . . . . . . . . . . 19:1--19:??
Sophie Fleischmann and
Simon Dietz and
Julian Shanbhag and
Annika Wuensch and
Marlies Nitschke and
Jörg Miehling and
Sandro Wartzack and
Sigrid Leyendecker and
Bjoern M. Eskofier and
Anne D. Koelewijn Exploring Dataset Bias and Scaling
Techniques in Multi-Source Gait
Biomechanics: an Explainable Machine
Learning Approach . . . . . . . . . . . 20:1--20:??
Gennaro Auricchio and
Jun Liu and
Qun Ma and
Jie Zhang Edge Manipulations for the Maximum
Vertex-Weighted Bipartite $b$-matching 21:1--21:??
Megha Thukral and
Harish Haresamudram and
Thomas Plötz Cross-Domain HAR: Few-Shot Transfer
Learning for Human Activity Recognition 22:1--22:??
Junpei Tokunaga and
Yuki Kikukawa and
Hiroyuki Ebara and
Naonori Ueda Fast and Accurate Evacuation Planning
Algorithm with Bayesian Optimization . . 23:1--23:??
Cuiying Huo and
Dongxiao He and
Yawen Li and
Di Jin and
Jianwu Dang and
Witold Pedrycz and
Lingfei Wu and
Weixiong Zhang Heterogeneous Graph Neural Networks
using Self-supervised Reciprocally
Contrastive Learning . . . . . . . . . . 24:1--24:??
Genan Dai and
Weiyang Kong and
Yubao Liu and
Bowen Zhang and
Xiaojiang Peng and
Xiaomao Fan and
Hu Huang Tucker Decomposition-Enhanced Dynamic
Graph Convolutional Networks for Crowd
Flows Prediction . . . . . . . . . . . . 25:1--25:??
Kamal Taha Empirical and Experimental Insights into
Data Mining Techniques for Crime
Prediction: a Comprehensive Survey . . . 26:1--26:??
Cristiano Mesquita Garcia and
Ramon Abilio and
Alessandro Lameiras Koerich and
Alceu de Souza Britto and
Jean Paul Barddal Concept Drift Adaptation in Text Stream
Mining Settings: a Systematic Review . . 27:1--27:??
Vinayak Gupta and
Srikanta Bedathur and
Abir De Retrieving Continuous-Time Event
Sequences Using Neural Temporal Point
Processes with Learnable Hashing . . . . 28:1--28:??
Zhongping Zhang and
Daoheng Liu and
Jinwei Zhu and
Youxi Wu Unsupervised Outlier Detection with
Reinforced Noise Discriminator . . . . . 29:1--29:??
Wout Schellaert and
Fernando Martínez-Plumed and
José Hernández-Orallo Analysing the Predictability of Language
Model Performance . . . . . . . . . . . 30:1--30:??
Yujuan Sun and
Xing Huang and
Yanfang Cui and
Junyu Dong and
Xiaofeng Zhang and
Tao Yao An Underwater Imaging Generative
Adversarial Network by Simulating the
Mechanism of Light Propagation in Water 31:1--31:??
Jungwoo Huh and
Jiwoo Kang and
Jongwook Woo and
Sanghoon Lee A Novel Intelligent Video Surveillance
System Using Low-Traffic
Scene-Preserving Video Anonymization . . 32:1--32:??
Sara Ghane and
Stef Jacobs and
Thomas Huybrechts and
Peter Hellinckx and
Siegfried Mercelis and
Ivan Verhaert and
Erik Mannens Model-Free Deep Reinforcement Learning
for Adaptive Supply Temperature Control
in Collective Space Heating Systems . . 33:1--33:??
Yang Wei and
Shuo Chen and
Shanshan Ye and
Bo Han and
Chen Gong Robust Learning under Hybrid Noise . . . 34:1--34:??
Qingbo Zhang and
Xiaochun Yang and
Hao Chen and
Bin Wang and
Zhu Sun and
Xiangmin Zhou Adaptive Intention Learning for
Session-Based Recommendation . . . . . . 35:1--35:??
Amir Samadi and
Konstantinos Koufos and
Kurt Debattista and
Mehrdad Dianati Counterfactual Explainer for Deep
Reinforcement Learning Models using
Policy Distillation . . . . . . . . . . 36:1--36:??
Nanxu Gong and
Wangyang Ying and
Dongjie Wang and
Yanjie Fu Neuro-Symbolic Embedding for Short and
Effective Feature Selection via
Autoregressive Generation . . . . . . . 37:1--37:??
Oguzhan Ozcelik and
Cagri Toraman and
Fazli Can Detecting Misinformation on Social Media
using Community Insights and Contrastive
Learning . . . . . . . . . . . . . . . . 38:1--38:??
Pei-En Li and
Yao-Hua Ho Predicting the Occurrence of Respiratory
Diseases Based on Campus Indoor Air
Quality . . . . . . . . . . . . . . . . 39:1--39:??
Chunyang Bi and
Mingnuo Teng and
Tianhao Xie and
Kun Li and
Jingyu Yang JASRNet: Learning Joint Adaptive
Sampling and Reconstruction for Depth
Sensing . . . . . . . . . . . . . . . . 40:1--40:??
Chang Wei and
Wengen Li and
Yichao Zhang and
Jihong Guan and
Shuigeng Zhou MVST: a Multi-View Spatial-Temporal
Model for Fine-Grained Crime Prediction 41:1--41:??
Zhida Qin and
Wenhao Xue and
Lu Zheng and
Xiaoying Gan and
Hongqiu Wu and
Haiming Jin and
Luoyi Fu Cost-aware Best Arm Identification in
Stochastic Bandits . . . . . . . . . . . 42:1--42:??
Ke-jia Chen and
Wenhui Mu and
Zulong Liu and
Zheng Liu SAug: Structural Imbalance Aware
Augmentation for Graph Neural Networks 43:1--43:??
Yu Fan and
Xinjiang Lu and
Hao Liu and
Pengfei Wang and
Liang Liu and
Huadong Ma and
Jingbo Zhou Towards Predicting Urban Land Use
Changes: a Dynamic Graph Alignment
Perspective . . . . . . . . . . . . . . 44:1--44:??
Simone Papicchio and
Paolo Papotti and
Luca Cagliero QATCH: Automatic Evaluation of
SQL-Centric Tasks on Proprietary Data 45:1--45:??
Ran Wang and
Hua Zuo and
Zhen Fang and
Jie Lu Integrated Image-Text Augmentation for
Few-Shot Learning in Vision-Language
Models . . . . . . . . . . . . . . . . . 46:1--46:??
Trung-Hieu Le and
Shih-Chia Huang and
Quoc-Viet Hoang and
Zdenek Lokaj and
Zhihui Lu Amalgamating Knowledge for Object
Detection in Rainy Weather Conditions 47:1--47:??
Zhaohui Wei and
Lizi Liao and
Xinguang Xiang and
Xiaoyu Du Enriching Responses with Crowd-Sourced
Knowledge for Task-Oriented
Conversational Agents . . . . . . . . . 48:1--48:??
Meng Chen and
Zechen Li and
Hongwei Jia and
Xin Shao and
Jun Zhao and
Qiang Gao and
Min Yang and
Yilong Yin MGRL4RE: a Multi-Graph Representation
Learning Approach for Urban Region
Embedding . . . . . . . . . . . . . . . 49:1--49:??
Hanjia Lyu and
Jinfa Huang and
Daoan Zhang and
Yongsheng Yu and
Xinyi Mou and
Jinsheng Pan and
Zhengyuan Yang and
Zhongyu Wei and
Jiebo Luo GPT-4V(ision) as A Social Media Analysis
Engine . . . . . . . . . . . . . . . . . 50:1--50:54
Shuyuan Xu and
Jianchao Ji and
Yunqi Li and
Yingqiang Ge and
Juntao Tan and
Yongfeng Zhang Causal Inference for Recommendation:
Foundations, Methods, and Applications 51:1--51:51
Junho Shin and
Younghoon Lee Improving the Summarization
Effectiveness of Abstractive Datasets
through Contrastive Learning . . . . . . 52:1--52:15
Na Chen and
Ping Li and
Jincheng Huang and
Kai Zhang Denoising Structure against Adversarial
Attacks on Graph Representation Learning 53:1--53:23
Pei-Xuan Li and
Hsun-Ping Hsieh Prediction for Sensor-Less Locations
Using Multi-View Graph Fusion Approach
with Approximation Module: a Case Study
on Dengue Fever Risk Sensor . . . . . . 54:1--54:20
Akshat Mangal and
Santosh Singh Rathore ATE-FS: an Average Treatment
Effect-Based Feature Selection Technique
for Software Fault Prediction . . . . . 55:1--55:28
Ashly Ann Jo and
Ebin Deni Raj and
Jayakrushna Sahoo Efficiency and Performance Optimization
in Large Language Models through IB
Fine-Tuning . . . . . . . . . . . . . . 56:1--56:23
Jayant Vyas and
Jayesh Budhwani and
Debasis Das PRO-MTL: Parameterized Route
Optimization Using Multi-Task Learning 57:1--57:23
Ruichao Yang and
Jing Ma and
Wei Gao and
Hongzhan Lin LLM-Enhanced Multiple Instance Learning
for Joint Rumor and Stance Detection
with Social Context Information . . . . 58:1--58:27
Siyu Wang and
Xiaocong Chen and
Lina Yao Retentive Decision Transformer with
Adaptive Masking for Reinforcement
Learning-Based Recommendation Systems 59:1--59:20
Ching Chang and
Wei-Yao Wang and
Wen-Chih Peng and
Tien-Fu Chen LLM4TS: Aligning Pre-Trained LLMs as
Data-Efficient Time-Series Forecasters 60:1--60:20
Yu Liu and
Quanming Yao and
Yong Li Modeling $N$-ary Relational Knowledge
Bases with Tensor Decomposition . . . . 61:1--61:29
Diego Corrêa da Silva and
Dietmar Jannach and
Frederico Araújo Durão Considering Time and Feature Entropy in
Calibrated Recommendations . . . . . . . 62:1--62:29
Tannishtha Devgun and
Rahul Saha and
Gulshan Kumar and
Mauro Conti PIN: Application-Level Consensus for
Blockchain-Based Artificial Intelligence
Frameworks . . . . . . . . . . . . . . . 63:1--63:25
Wenhui Meng and
Jiayi Xie and
Jing Yi and
Yaochen Zhu and
Zhenzhong Chen Disentangling User Interest and
Geographical Context for POI
Recommendations . . . . . . . . . . . . 64:1--64:19
Zihan Hu and
Jiuxiang You and
Zhenguo Yang and
Xiaoping Li and
Haoran Xie and
Qing Li and
Wenyin Liu A Multi-Hop Graph Reasoning Network for
Knowledge-Based VQA . . . . . . . . . . 65:1--65:23
Xin Sun and
Yongqing Mi and
Hongao Li Enhancing Aspect Sentiment
Classification with Dual-Channel Graph
Convolutional Network . . . . . . . . . 66:1--66:17
Roberto Pietrantuono and
Stefano Russo Automatic Generation of Plausible
Co-Occurring Causes for Effects
Explanation or Prediction . . . . . . . 67:1--67:31
Antonio Marino and
Claudio Pacchierotti and
Paolo Robuffo Giordano A Gated Graph Neural Network Approach to
Fast-Convergent Dynamic Average
Estimation . . . . . . . . . . . . . . . 68:1--68:18
Ciyuan Peng and
Huafei Huang and
Tianqi Guo and
Chengxuan Meng and
Jingjing Zhou and
Wenhong Zhao and
Ruwan Tennakoon and
Feng Xia Joint Structural-Functional Brain Graph
Transformer . . . . . . . . . . . . . . 69:1--69:25
Xuri Ge and
Fuhai Chen and
Songpei Xu and
Fuxiang Tao and
Jie Wang and
Joemon M. Jose Hire: Hybrid-Modal Interaction with
Multiple Relational Enhancements for
Image-Text Matching . . . . . . . . . . 70:1--70:23
Seungyeon Lee and
Ruoqi Liu and
Wenyu Song and
Lang Li and
Ping Zhang SubgroupTE: Advancing Treatment Effect
Estimation with Subgroup Identification 71:1--71:23
Jinxiao Fan and
Pengfei Wang and
Liang Liu and
Huadong Ma Self-Optimizing Teacher and
Auto-Matching Student Framework for
Change-Point Representation Learning in
Time Series Forecasting . . . . . . . . 72:1--72:25
Li-Wei Chang and
Cheng-Te Li and
Chun-Pai Yang and
Shou-de Lin Learning on Missing Tabular Data:
Attention with Self-Supervision, Not
Imputation, Is All You Need . . . . . . 73:1--73:24
Wenda Shi and
Waikeung Wong and
Xingxing Zou Generative AI in Fashion: Overview . . . 74:1--74:73
Maryam Hashemi and
Ali Darejeh and
Francisco Cruz Understanding User Preferences in
Explainable Artificial Intelligence: a
Mapping Function Proposal . . . . . . . 75:1--75:37
Chenglong Xu and
Peipei Song and
Shengeng Tang and
Dan Guo and
Xun Yang Alleviating Confirmation Bias in
Learning with Noisy Labels via
Two-Network Collaboration . . . . . . . 76:1--76:21
Jiayang Wu and
Wensheng Gan and
Huashen Lu and
Philip S. Yu Graph Contrastive Learning on
Multi-label Classification for
Recommendations . . . . . . . . . . . . 77:1--77:19
Gabriele Civitarese and
Michele Fiori and
Priyankar Choudhary and
Claudio Bettini Large Language Models Are Zero-Shot
Recognizers for Activities of Daily
Living . . . . . . . . . . . . . . . . . 78:1--78:32
Salvatore Greco and
Moreno La Quatra and
Luca Cagliero and
Tania Cerquitelli Towards AI-Assisted Inclusive Language
Writing in Italian Formal Communications 79:1--79:24
Md Athikul Islam and
Edoardo Serra and
Sushil Jajodia GenFighter: a Generative and Evolutive
Textual Attack Removal . . . . . . . . . 80:1--80:23
Shima Rashidi and
Ruwan Tennakoon and
Aref Miri Rekavandi and
Papangkorn Jessadatavornwong and
Amanda Freis and
Garret Huff and
Mark Easton and
Adrian Mouritz and
Reza Hoseinnezhad and
Alireza Bab-Hadiashar IT-RUDA: Information Theory-Assisted
Robust Unsupervised Domain Adaptation 81:1--81:17
Sixian Chan and
Xianpeng Zeng and
Zhoujian Wu and
Yu Wang and
Xiaolong Zhou and
Tinglong Tang and
Jie Hu Adaptive Target-Oriented Tracking . . . 82:1--82:15
Ahoud Alhazmi and
Abdulwahab Aljubairy and
Wei Emma Zhang and
Quan Z. Sheng and
Elaf Alhazmi Can Interpretability of Deep Learning
Models Detect Textual Adversarial
Distribution? . . . . . . . . . . . . . 83:1--83:24
Ismail Alqerm and
Nuo Cheng and
Jianli Pan PREUS: Proactive and Robust Edge-UAV
Systems for Autonomous Monitoring in
Dynamic Environments . . . . . . . . . . 84:1--84:20
Guang-Yu Zhang and
Dong Huang and
Chang-Dong Wang Large-Scale Tensorized Multi-View Kernel
Subspace Clustering . . . . . . . . . . 85:1--85:21
Kexing Peng and
Shihao Zhu and
Tinghuai Ma STPE-MARL: Spatio-Temporal Multi-Agent
Population Evolution Reinforcement
Learning . . . . . . . . . . . . . . . . 86:1--86:24
Han Peng and
Wengen Li and
Chang Jin and
Yichao Zhang and
Jihong Guan and
Hanchen Yang and
Shuigeng Zhou Cross-Region Graph Convolutional Network
with Periodicity Shift Adaptation for
Wide-Area SST Prediction . . . . . . . . 87:1--87:23
Pham Minh Thu Do and
Jie Lu and
Qian Zhang and
Guangquan Zhang A Federated Graph Neural Network with
Differential Privacy for Cross-domain
Recommender Systems . . . . . . . . . . 88:1--88:25
Fouad Trad and
Ali Chehab Evaluating the Efficacy of
Prompt-Engineered Large Multimodal
Models versus Fine-Tuned Vision
Transformers in Image-Based Security
Applications . . . . . . . . . . . . . . 89:1--89:22
Zhen Xiao and
Xueliang Liu and
Jinlin Guo and
Jun He and
Richang Hong and
Meng Wang Talking-DiSSM: Enhancing Temporal
Consistency in Talking Face Video
Generation with Bidirectional SSMs . . . 90:1--90:18
Baofeng Zhu and
Wanjun Cheng and
Xia Zhang and
Jiren Liu Integrated Hybrid Transformer and
Multi-Receptive Feature Extraction
Mechanism for Electrocardiogram
Denoising Using Score-Based Diffusion
Model . . . . . . . . . . . . . . . . . 91:1--91:24
Shichao Liang and
Wen Wen and
Yali Feng and
Ruichu Cai and
Zhifeng Hao Modeling Multi-Seasonal Multi-Behavior
Dependency for Temporal Recommendation 92:1--92:23
Alex Martínez and
Federico Cinus and
Francesco Bonchi and
Jordi Vitri\`a Optimizing Reachability in Graph-Based
Recommender Systems . . . . . . . . . . 93:1--93:23
Roey Bokobza and
Yisroel Mirsky Counter-Samples: a Stateless Strategy to
Neutralize Black-Box Adversarial Attacks 94:1--94:23
Pablo Sánchez and
Alejandro Bellogín Smart Imputation, Better
Recommendations: Improving Traditional
Point-of-Interest Recommendation through
Data Augmentation . . . . . . . . . . . 95:1--95:35
Yan Kang and
Tao Fan and
Hanlin Gu and
Xiaojin Zhang and
Lixin Fan and
Qiang Yang Grounding Foundation Models through
Federated Transfer Learning: a General
Framework . . . . . . . . . . . . . . . 96:1--96:54
Kebing Jin and
Hankz Hankui Zhuo Integrating AI Planning with Natural
Language Processing: a Combination of
Explicit and Tacit Knowledge . . . . . . 97:1--97:37
Hady W. Lauw and
Marc Najork and
Evimaria Terzi and
Panayiotis Tsaparas Introduction to the ``Best Papers of
WSDM 2023'' Special Issue . . . . . . . 98:1--98:3
Mert Kosan and
Zexi Huang and
Sourav Medya and
Sayan Ranu and
Ambuj Singh GCFExplainer: Global Counterfactual
Explainer for Graph Neural Networks . . 99:1--99:23
Nikita Bhalla and
Adam Lechowicz and
Cameron Musco Local Edge Dynamics and Opinion
Polarization . . . . . . . . . . . . . . 100:1--100:27
Peiyan Zhang and
Jiayan Guo and
Chaozhuo Li and
Liying Kang and
Jaeboum Kim and
Jie Xu and
Xi Zhang and
Yan Zhang and
Haohan Wang and
Sunghun Kim Advancing Session-Based Recommendations
with Atten-Mixer+: Dynamic and Adaptive
Multi-Level Intent Mining . . . . . . . 101:1--101:26
Hongrui Xuan and
Bohan Li and
Wenlong Wu and
Yi Liu and
Hongzhi Yin Knowledge Enhancement and Temporal Aware
for Multi-Behavior Contrastive
Recommendation . . . . . . . . . . . . . 102:1--102:23
Suman Bera and
Jayesh Choudhari and
Shahrzad Haddadan and
Sara Ahmadian DeMEtRIS: Counting (near)-Cliques by
Crawling . . . . . . . . . . . . . . . . 103:1--103:25
Shijie Wang and
Jiani Huang and
Zhikai Chen and
Yu Song and
Wenzhuo Tang and
Haitao Mao and
Wenqi Fan and
Hui Liu and
Xiaorui Liu and
Dawei Yin and
Qing Li Graph Machine Learning in the Era of
Large Language Models (LLMs) . . . . . . 104:1--104:40
Alireza Nezhadettehad and
Arkady Zaslavsky and
Abdur Rakib and
Siraj Ahmed Shaikh and
Seng W. Loke and
Guang-Li Huang and
Alireza Hassani Predicting Next Useful Location with
Context-Awareness: The State-of-the-Art 105:1--105:35
Humza Naveed and
Asad Ullah Khan and
Shi Qiu and
Muhammad Saqib and
Saeed Anwar and
Muhammad Usman and
Naveed Akhtar and
Nick Barnes and
Ajmal Mian A Comprehensive Overview of Large
Language Models . . . . . . . . . . . . 106:1--106:72
Mamta Rawat and
Gaurav Singal Surveying Technology Fusion in IoT
Networks for IDS: Exploring Datasets,
Tools, Challenges, and Research
Prospects . . . . . . . . . . . . . . . 107:1--107:45
Thanh Tam Nguyen and
Thanh Trung Huynh and
Zhao Ren and
Phi Le Nguyen and
Alan Wee-Chung Liew and
Hongzhi Yin and
Quoc Viet Hung Nguyen A Survey of Machine Unlearning . . . . . 108:1--108:46
Hoon Seo and
Yuze Bai and
Lodewijk Brand and
Lucia Saldana Barco and
Hua Wang Scalable Multi-Instance Multi-Shape
Support Vector Machine for Whole Slide
Breast Histopathology . . . . . . . . . 109:1--109:26
Wenjie Fu and
Huandong Wang and
Chen Gao and
Guanghua Liu and
Yong Li and
Tao Jiang Mobility Data-Driven Privacy-Preserving
Model for Detecting High-Risk Infection
Cases . . . . . . . . . . . . . . . . . 110:1--110:29
Selim Furkan Tekin and
Fatih Ilhan and
Tiansheng Huang and
Sihao Hu and
Margaret Loper and
Ling Liu Robust Few-Shot Ensemble Learning with
Focal Diversity-Based Pruning . . . . . 111:1--111:34
Shantao Jiang and
Yiping Wen and
Jun Shen and
Gaoxian Peng and
Guosheng Kang and
Jianxun Liu Personalized Learning Path
Recommendation with Time-Aware
Attention-Based Reinforcement Learning 112:1--112:24
Jack Geraghty and
Andrew Hines and
Fatemeh Golpayegani Learning to Associate: Multimodal
Inference with Fully Missing Modalities 113:1--113:48
Di Fan and
Yannian Kou and
Chuanhou Gao Causal Flow-Based Variational
Auto-Encoder for Disentangled Causal
Representation Learning . . . . . . . . 114:1--114:26
Jakub Peleska and
Gustav Sír Tabular Transformers Meet Relational
Databases . . . . . . . . . . . . . . . 115:1--115:24
Liang Wang and
Shan Su and
Rongchang Cheng and
Dingqi Yang and
Lianbo Ma and
Fei Xiong and
Bin Guo and
Zhiwen Yu Balancing Cooperation and Competition:
Selfish Worker Coalition Formation in
Spatial Crowdsourcing . . . . . . . . . 116:1--116:24
Xinyuan Wang and
Liang Wu and
Liangjie Hong and
Hao Liu and
Yanjie Fu LLM-Enhanced User-Item Interactions:
Leveraging Edge Information for
Optimized Recommendations . . . . . . . 117:1--117:24
Munish Bhatia Cognitive Decision Modeling for Quality
of Service in Domestic Pipeline Network 118:1--118:23
Yang Li and
Enyue Yang and
Weike Pan and
Qiang Yang and
Zhong Ming Cross-User Federated Recommendation
Unlearning . . . . . . . . . . . . . . . 119:1--119:24
Yong Zhuang and
Matthew Almeida and
Wei Ding and
Shafiqul Islam and
Zihan Li and
Ping Chen Horizon Forcing: Improving the Recurrent
Forecasting of Chaotic Systems . . . . . 120:1--120:22
Yulou Shu and
Wengen Li and
Yu-Ping Ruan and
Wuchao Liu and
Yichao Zhang and
Jihong Guan and
Shuigeng Zhou Ensuring Pre-Fusion Modality
Consistency: a New Approach to
Multimodal Sentiment Detection . . . . . 121:1--121:20
Bin Jiang and
Yining Wang and
Fanhui Kong and
Jian Wang Multi-Autonomous Underwater Vehicle
Trajectory Planning in Ocean Current
Based on Hierarchical Hunting and
Evolutionary Learning . . . . . . . . . 122:1--122:26