ACM Transactions on Intelligent Systems and Technology (TIST) (2016)

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2016 Volume 8 Issue 1

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

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2016 Volume 7 Issue 2

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

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2016 Volume 7 Issue 3

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

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2016 Volume 7 Issue 4

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