ACM Transactions on Intelligent Systems and Technology (TIST) (2012)

Content

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2012 Volume 3 Issue 2

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Ensembles of Restricted Hoeffding Trees.
Albert Bifet|Eibe Frank|Geoff Holmes|Bernhard Pfahringer
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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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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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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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Conceptual Imitation Learning in a Human-Robot Interaction Paradigm.
Hossein Hajimirsadeghi|Majid Nili Ahmadabadi|Babak Nadjar Araabi|Hadi Moradi
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A Fuzzy Logic System for Bargaining in Information Markets.
Kostas Kolomvatsos|Christos Anagnostopoulos|Stathes Hadjiefthymiades
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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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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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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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Mining Recurring Concept Drifts with Limited Labeled Streaming Data.
Pei-Pei Li|Xindong Wu|Xuegang Hu
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A Reliable People Counting System via Multiple Cameras.
Huadong Ma|Chengbin Zeng|Charles X. Ling
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Mining the "Voice of the Customer" for Business Prioritization.
Wei Peng|Tong Sun|Shriram Revankar|Tao Li
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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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Adversarial Geospatial Abduction Problems.
Paulo Shakarian|John P. Dickerson|V. S. Subrahmanian
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Batch Mode Active Learning for Networked Data.
Lixin Shi|Yuhang Zhao|Jie Tang
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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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Visual Abstraction and Ordering in Faceted Browsing of Text Collections.
VinhTuan Thai|Pierre-Yves Rouille|Siegfried Handschuh
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DClusterE: A Framework for Evaluating and Understanding Document Clustering Using Visualization.
Yi Zhang|Tao Li
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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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2012 Volume 3 Issue 3

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Distinguishing Facial Features for Ethnicity-Based 3D Face Recognition.
Stefano Berretti|Alberto Del Bimbo|Pietro Pala
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Introduction to the Special Section on Artificial Intelligence in Space.
Steve A. Chien|Amedeo Cesta
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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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Robust Video Content Analysis via Transductive Learning.
Ralph Ewerth|Markus Mühling|Bernd Freisleben
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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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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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Context-Aware Semi-Local Feature Detector.
Rongrong Ji|Hongxun Yao|Qi Tian|Pengfei Xu|Xiaoshuai Sun|Xianming Liu
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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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Factorization Machines with libFM.
Steffen Rendle
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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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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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Metric Learning for Estimating Psychological Similarities.
Jun-Ming Xu|Xiaojin Zhu|Timothy T. Rogers
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Machine Recognition of Music Emotion: A Review.
Yi-Hsuan Yang|Homer H. Chen
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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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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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Transfer Metric Learning with Semi-Supervised Extension.
Yu Zhang|Dit-Yan Yeung
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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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Mining Travel Patterns from Geotagged Photos.
Yan-Tao Zheng|Zheng-Jun Zha|Tat-Seng Chua

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2012 Volume 3 Issue 4

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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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Folksonomy-Based Term Extraction for Word Cloud Generation.
David Carmel|Erel Uziel|Ido Guy|Yosi Mass|Haggai Roitman
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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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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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Nowcasting Events from the Social Web with Statistical Learning.
Vasileios Lampos|Nello Cristianini
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Using Stochastic Models to Describe and Predict Social Dynamics of Web Users.
Kristina Lerman|Tad Hogg
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Entity-Relationship Queries over Wikipedia.
Xiaonan Li|Chengkai Li|Cong Yu
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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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Twitter, MySpace, Digg: Unsupervised Sentiment Analysis in Social Media.
Georgios Paltoglou|Mike Thelwall
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Information Retrieval in the Commentsphere.
Martin Potthast|Benno Stein|Fabian Loose|Steffen Becker
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Latent Geospatial Semantics of Social Media.
Sergej Sizov
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Evaluation of Folksonomy Induction Algorithms.
Markus Strohmaier|Denis Helic|Dominik Benz|Christian Körner|Roman Kern
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Ranking User Influence in Healthcare Social Media.
Xuning Tang|Christopher C. Yang
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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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Learning Causal Relations in Multivariate Time Series Data.
Zhenxing Wang|Laiwan Chan
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EachWiki: Facilitating Wiki Authoring by Annotation Suggestion.
Haofen Wang|Linyun Fu|Wei Jin|Yong Yu
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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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Latent Community Topic Analysis: Integration of Community Discovery with Topic Modeling.
Zhijun Yin|Liangliang Cao|Quanquan Gu|Jiawei Han
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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