Volume 3, Number 1, October 2011

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

Volume 3, Number 2, February 2012

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

Volume 3, Number 3, May 2012

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

Volume 3, Number 4, September 2012

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

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