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2012 Volume 3 Issue 4

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Introduction to the Special Section on Computational Models of Collective Intelligence in the Social Web
Evgeniy Gabrilovich | Zhong Su | Jie Tang

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Bootstrapping a Game with a Purpose for Commonsense Collection
Amac Herdagdelen | Marco Baroni

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Folksonomy-Based Term Extraction for Word Cloud Generation
David Carmel | Erel Uziel | Ido Guy | Yosi Mass | Haggai Roitman

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Identify Online Store Review Spammers via Social Review Graph
Guan Wang | Sihong Xie | Bing Liu | Philip S. Yu

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Using Stochastic Models to Describe and Predict Social Dynamics of Web Users
Kristina Lerman | Tad Hogg

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Latent Community Topic Analysis: Integration of Community Discovery with Topic Modeling
Zhijun Yin | Liangliang Cao | Quanquan Gu | Jiawei Han

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Latent Geospatial Semantics of Social Media
Sergej Sizov

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Introduction to the Special Section on Search and Mining User-Generated Content
José Carlos Cortizo | Francisco M. Carrero | Iván Cantador | José A. Troyano | Paolo Rosso

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Twitter, MySpace, Digg: Unsupervised Sentiment Analysis in Social Media
Georgios Paltoglou | Mike Thelwall

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Leveraging Social Bookmarks from Partially Tagged Corpus for Improved Web Page Clustering
Anusua Trivedi | Piyush Rai | Hal Daumé III | Scott L. DuVall

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Information Retrieval in the Commentsphere
Martin Potthast | Benno Stein | Fabian Loose | Steffen Becker

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On the Relationship between Novelty and Popularity of User-Generated Content
David Carmel | Haggai Roitman | Elad Yom-Tov

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Entity-Relationship Queries over Wikipedia
Xiaonan Li | Chengkai Li | Cong Yu

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EachWiki: Facilitating Wiki Authoring by Annotation Suggestion
Haofen Wang | Linyun Fu | Wei Jin | Yong Yu

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Nowcasting Events from the Social Web with Statistical Learning
Vasileios Lampos | Nello Cristianini

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Ranking User Influence in Healthcare Social Media
Xuning Tang | Christopher C. Yang

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Evaluation of Folksonomy Induction Algorithms
Markus Strohmaier | Denis Helic | Dominik Benz | Christian Körner | Roman Kern

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An Ensemble Architecture for Learning Complex Problem-Solving Techniques from Demonstration
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

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Learning Causal Relations in Multivariate Time Series Data
Zhenxing Wang | Laiwan Chan

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Surface Sulfur Detection via Remote Sensing and Onboard Classification
Lukas Mandrake | Umaa Rebbapragada | Kiri L. Wagstaff | David R. Thompson | Steve A. Chien | Daniel Tran | Robert T. Pappalardo | Damhnait Gleeson | Rebecca Castaño

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2012 Volume 3 Issue 3

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Introduction to the Special Section on Intelligent Multimedia Systems and Technology Part II
Xian-Sheng Hua | Qi Tian | Alberto Del Bimbo | Ramesh C. Jain

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Machine Recognition of Music Emotion: A Review
Yi-Hsuan Yang | Homer H. Chen

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Robust Video Content Analysis via Transductive Learning
Ralph Ewerth | Markus Mühling | Bernd Freisleben

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Video Human Motion Recognition Using a Knowledge-Based Hybrid Method Based on a Hidden Markov Model
Myunghoon Suk | Ashok Ramadass | Yohan Jin | B. Prabhakaran

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Robust Visual Tracking Using an Effective Appearance Model Based on Sparse Coding
Shengping Zhang | Hongxun Yao | Xin Sun | Shaohui Liu

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Context-Aware Semi-Local Feature Detector
Rongrong Ji | Hongxun Yao | Qi Tian | Pengfei Xu | Xiaoshuai Sun | Xianming Liu

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Distinguishing Facial Features for Ethnicity-Based 3D Face Recognition
Stefano Berretti | Alberto Del Bimbo | Pietro Pala

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A Generic Approach for Systematic Analysis of Sports Videos
Ning Zhang | Ling-Yu Duan | Lingfang Li | Qingming Huang | Jun Du | Wen Gao | Ling Guan

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Intelligent Social Media Indexing and Sharing Using an Adaptive Indexing Search Engine
Clement H. C. Leung | Alice W. S. Chan | Alfredo Milani | Jiming Liu | Yuanxi Li

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Introduction to the Special Section on Artificial Intelligence in Space
Steve A. Chien | Amedeo Cesta

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Dynamic Landmarking for Surface Feature Identification and Change Detection
Kiri L. Wagstaff | Julian Panetta | Adnan Ansar | Ronald Greeley | Mary Pendleton Hoffer | Melissa Bunte | Norbert Schörghofer

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AEGIS Automated Science Targeting for the MER Opportunity Rover
Tara A. Estlin | Benjamin J. Bornstein | Daniel M. Gaines | Robert C. Anderson | David R. Thompson | Michael C. Burl | Rebecca Castaño | Michele Judd

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Using Clustering and Metric Learning to Improve Science Return of Remote Sensed Imagery
David S. Hayden | Steve A. Chien | David R. Thompson | Rebecca Castaño

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Introduction to the Special Section on Distance Metric Learning in Intelligent Systems
Steven C. H. Hoi | Rong Jin | Jinhui Tang | Zhi-Hua Zhou

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Multiview Metric Learning with Global Consistency and Local Smoothness
Deming Zhai | Hong Chang | Shiguang Shan | Xilin Chen | Wen Gao

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Transfer Metric Learning with Semi-Supervised Extension
Yu Zhang | Dit-Yan Yeung

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Metric Learning for Estimating Psychological Similarities
Jun-Ming Xu | Xiaojin Zhu | Timothy T. Rogers

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Mining Travel Patterns from Geotagged Photos
Yan-Tao Zheng | Zheng-Jun Zha | Tat-Seng Chua

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Factorization Machines with libFM
Steffen Rendle

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2012 Volume 3 Issue 2

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Introduction to the Special Section on Intelligent Visual Interfaces for Text Analysis
Shixia Liu | Michelle X. Zhou | Giuseppe Carenini | Huamin Qu

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Watch the Story Unfold with TextWheel: Visualization of Large-Scale News Streams
Weiwei Cui | Huamin Qu | Hong Zhou | Wenbin Zhang | Steven Skiena

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Visual Abstraction and Ordering in Faceted Browsing of Text Collections
VinhTuan Thai | Pierre-Yves Rouille | Siegfried Handschuh

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PhC: Multiresolution Visualization and Exploration of Text Corpora with Parallel Hierarchical Coordinates
K. Selçuk Candan | Luigi Di Caro | Maria Luisa Sapino

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TopicNets: Visual Analysis of Large Text Corpora with Topic Modeling
Brynjar Gretarsson | John O'Donovan | Svetlin Bostandjiev | Tobias Höllerer | Arthur U. Asuncion | David Newman | Padhraic Smyth

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DClusterE: A Framework for Evaluating and Understanding Document Clustering Using Visualization
Yi Zhang | Tao Li

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TIARA: Interactive, Topic-Based Visual Text Summarization and Analysis
Shixia Liu | Michelle X. Zhou | Shimei Pan | Yangqiu Song | Weihong Qian | Weijia Cai | Xiaoxiao Lian

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Feature-Based Visual Sentiment Analysis of Text Document Streams
Christian Rohrdantz | Ming C. Hao | Umeshwar Dayal | Lars-Erik Haug | Daniel A. Keim

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Introduction to the Special Section on the 2nd Asia Conference on Machine Learning (ACML 2010)
Masashi Sugiyama | Qiang Yang

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Conceptual Imitation Learning in a Human-Robot Interaction Paradigm
Hossein Hajimirsadeghi | Majid Nili Ahmadabadi | Babak Nadjar Araabi | Hadi Moradi

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Mining Recurring Concept Drifts with Limited Labeled Streaming Data
Pei-Pei Li | Xindong Wu | Xuegang Hu

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Ensembles of Restricted Hoeffding Trees
Albert Bifet | Eibe Frank | Geoff Holmes | Bernhard Pfahringer

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A Reliable People Counting System via Multiple Cameras
Huadong Ma | Chengbin Zeng | Charles X. Ling

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A Fuzzy Logic System for Bargaining in Information Markets
Kostas Kolomvatsos | Christos Anagnostopoulos | Stathes Hadjiefthymiades

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Batch Mode Active Learning for Networked Data
Lixin Shi | Yuhang Zhao | Jie Tang

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Adversarial Geospatial Abduction Problems
Paulo Shakarian | John P. Dickerson | V. S. Subrahmanian

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Learning to Infer the Status of Heavy-Duty Sensors for Energy-Efficient Context-Sensing
Xueying Li | Huanhuan Cao | Enhong Chen | Jilei Tian

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Advertising Keywords Recommendation for Short-Text Web Pages Using Wikipedia
Weinan Zhang | Dingquan Wang | Gui-Rong Xue | Hongyuan Zha

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Leveraging Auxiliary Data for Learning to Rank
Ke Zhou | Jing Bai | Hongyuan Zha | Gui-Rong Xue

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Mining the "Voice of the Customer" for Business Prioritization
Wei Peng | Tong Sun | Shriram Revankar | Tao Li