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2016 Volume 8 Issue 1

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SNAP: A General-Purpose Network Analysis and Graph-Mining Library
Jure Leskovec | Rok Sosic

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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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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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Using Scalable Data Mining for Predicting Flight Delays
Loris Belcastro | Fabrizio Marozzo | Domenico Talia | Paolo Trunfio

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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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Measuring Similarity Similarly: LDA and Human Perception
W. Ben Towne | Carolyn P. Rosé | James D. Herbsleb

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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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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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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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A Spatial-Temporal Topic Model for the Semantic Annotation of POIs in LBSNs
Tieke He | Hongzhi Yin | Zhenyu Chen | Xiaofang Zhou | Shazia W. Sadiq | Bin Luo

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Dystemo: Distant Supervision Method for Multi-Category Emotion Recognition in Tweets
Valentina Sintsova | Pearl Pu

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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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Soft Confidence-Weighted Learning
Jialei Wang | Peilin Zhao | Steven C. H. Hoi

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2016 Volume 7 Issue 4

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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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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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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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Rapid Low-Cost Virtual Human Bootstrapping via the Crowd
Michael Borish | Benjamin Lok

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Incentives for Effort in Crowdsourcing Using the Peer Truth Serum
Goran Radanovic | Boi Faltings | Radu Jurca

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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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Using the Crowd to Improve Search Result Ranking and the Search Experience
Yubin Kim | Kevyn Collins-Thompson | Jaime Teevan

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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 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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CITY FEED: A Pilot System of Citizen-Sourcing for City Issue Management
Linlin You | Gianmario Motta | Kaixu Liu | Tianyi Ma

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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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A Game-Theory Approach for Effective Crowdsource-Based Relevance Assessment
Yashar Moshfeghi | Alvaro Francisco Huertas-Rosero | Joemon M. Jose

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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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Modality-Dependent Cross-Media Retrieval
Yunchao Wei | Yao Zhao | Zhenfeng Zhu | Shikui Wei | Yanhui Xiao | Jiashi Feng | Shuicheng Yan

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Designing Noise-Minimal Rotorcraft Approach Trajectories
Robert A. Morris | Matthew Johnson | Kristen Brent Venable | James Lindsey

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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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Efficient Generalized Fused Lasso and Its Applications
Bo Xin | Yoshinobu Kawahara | Yizhou Wang | Lingjing Hu | Wen Gao

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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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Robust Decentralized Low-Rank Matrix Decomposition
István Hegedüs | Árpád Berta | Levente Kocsis | András A. Benczúr | Márk Jelasity

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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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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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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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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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Parameterized Decay Model for Information Retrieval
Jiaul H. Paik

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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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Generating Incremental Length Summary Based on Hierarchical Topic Coverage Maximization
Jintao Ye | Zhaoyan Ming | Tat-Seng Chua

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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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Location Prediction: A Temporal-Spatial Bayesian Model
Yantao Jia | Yuanzhuo Wang | Xiaolong Jin | Xueqi Cheng

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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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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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Incentive Mechanism Design for Crowdsourcing: An All-Pay Auction Approach
Tie Luo | Sajal K. Das | Hwee Pink Tan | Lirong Xia

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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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A Comprehensive Survey on Pose-Invariant Face Recognition
Changxing Ding | Dacheng Tao

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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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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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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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A Novel Classification Framework for Evaluating Individual and Aggregate Diversity in Top-N Recommendations
Jennifer Moody | David H. Glass

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Anytime Algorithms for Recommendation Service Providers
David Ben-Shimon | Lior Rokach | Guy Shani | Bracha Shapira

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2016 Volume 7 Issue 2

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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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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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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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Event Extraction using Structured Learning and Rich Domain Knowledge: Application across Domains and Data Sources
Einat Minkov

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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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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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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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Bounds on Direct and Indirect Effects of Treatment on a Continuous Endpoint
Peng Luo | Zhi Geng

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Causal Discovery on Discrete Data with Extensions to Mixture Model
Furui Liu | Laiwan Chan

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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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Learning Perceptual Causality from Video
Amy Sue Fire | Song-Chun Zhu

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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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A Causal Approach to the Study of TCP Performance
Hadrien Hours | Ernst W. Biersack | Patrick Loiseau