ACM Transactions on Intelligent Systems and Technology (TIST) (2011)

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2011 Volume 3 Issue 1

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

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2011 Volume 2 Issue 1

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FolderPredictor: Reducing the cost of reaching the right folder.
Xinlong Bao|Thomas G. Dietterich
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Discovering routines from large-scale human locations using probabilistic topic models.
Katayoun Farrahi|Daniel Gatica-Perez
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Probabilistic models for concurrent chatting activity recognition.
Jane Yung-jen Hsu|Chia-chun Lian|Wan-rong Jih
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Performance metrics for activity recognition.
Jamie A. Ward|Paul Lukowicz|Hans-Werner Gellersen
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Inferring colocation and conversation networks from privacy-sensitive audio with implications for computational social science.
Danny Wyatt|Tanzeem Choudhury|Jeff A. Bilmes|James A. Kitts
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Introduction to the special issue on intelligent systems for activity recognition.
Daqing Zhang|Matthai Philipose|Qiang Yang
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Learning travel recommendations from user-generated GPS traces.
Yu Zheng|Xing Xie
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Recognizing pair-activities by causality analysis.
Yue Zhou|Bingbing Ni|Shuicheng Yan|Thomas S. Huang

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2011 Volume 2 Issue 2

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Probabilistic temporal multimedia data mining.
Chidansh Amitkumar Bhatt|Mohan S. Kankanhalli
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Introduction to the special issue on intelligent multimedia systems and technology.
Xian-Sheng Hua|Qi Tian|Alberto Del Bimbo|Ramesh C. Jain
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Neighboring joint density-based JPEG steganalysis.
Qingzhong Liu|Andrew H. Sung|Mengyu Qiao
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Variational inference with graph regularization for image annotation.
Yuanlong Shao|Yuan Zhou|Deng Cai
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Image annotation by kNN-sparse graph-based label propagation over noisily tagged web images.
Jinhui Tang|Richang Hong|Shuicheng Yan|Tat-Seng Chua|Guo-Jun Qi|Ramesh C. Jain
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Automatic player labeling, tracking and field registration and trajectory mapping in broadcast soccer video.
Xiaofeng Tong|Jia Liu|Tao Wang|Yimin Zhang
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Active learning in multimedia annotation and retrieval: A survey.
Meng Wang|Xian-Sheng Hua
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Distance metric learning from uncertain side information for automated photo tagging.
Lei Wu|Steven C. H. Hoi|Rong Jin|Jianke Zhu|Nenghai Yu
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Collection-based sparse label propagation and its application on social group suggestion from photos.
Jie Yu|Xin Jin|Jiawei Han|Jiebo Luo

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2011 Volume 2 Issue 3

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Social Network Analysis and Mining for Business Applications.
Francesco Bonchi|Carlos Castillo|Aristides Gionis|Alejandro Jaimes
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LIBSVM: A library for support vector machines.
Chih-Chung Chang|Chih-Jen Lin
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Prediction in financial markets: The case for small disjuncts.
Vasant Dhar
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Batch and online learning algorithms for nonconvex neyman-pearson classification.
Gilles Gasso|Aristidis Pappaioannou|Marina Spivak|Léon Bottou
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Multifocal learning for customer problem analysis.
Yong Ge|Hui Xiong|Wenjun Zhou|Siming Li|Ramendra K. Sahoo
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Introduction to special issue on large-scale machine learning.
Chun-Nan Hsu
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A learning-based contrarian trading strategy via a dual-classifier model.
Szu-Hao Huang|Shang-Hong Lai|Shih-Hsien Tai
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CORN: Correlation-driven nonparametric learning approach for portfolio selection.
Bin Li|Steven C. H. Hoi|Vivekanand Gopalkrishnan
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Introduction to special issue on machine learning for business applications.
Charles X. Ling
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PLDA+: Parallel latent dirichlet allocation with data placement and pipeline processing.
Zhiyuan Liu|Yuzhou Zhang|Edward Y. Chang|Maosong Sun
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Learning to recommend with explicit and implicit social relations.
Hao Ma|Irwin King|Michael R. Lyu
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Learning to detect malicious URLs.
Justin Ma|Lawrence K. Saul|Stefan Savage|Geoffrey M. Voelker
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A helpfulness modeling framework for electronic word-of-mouth on consumer opinion platforms.
Richong Zhang|Thomas T. Tran

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2011 Volume 2 Issue 4

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PTIME: Personalized assistance for calendaring.
Pauline M. Berry|Melinda T. Gervasio|Bart Peintner|Neil Yorke-Smith
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Sustainable biomass power plant location in the Italian Emilia-Romagna region.
Massimiliano Cattafi|Marco Gavanelli|Michela Milano|Paolo Cagnoli
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Subkilometer crater discovery with boosting and transfer learning.
Wei Ding|Tomasz F. Stepinski|Yang Mu|Lourenço P. C. Bandeira|Ricardo Vilalta|Youxi Wu|Zhenyu Lu|Tianyu Cao|Xindong Wu
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Introduction to special issue on computational sustainability.
Carla P. Gomes|Qiang Yang
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RECYCLE: Learning looping workflows from annotated traces.
Karen Zita Haigh|Fusun Yaman
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Submodularity and its applications in optimized information gathering.
Andreas Krause|Carlos Guestrin
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MoveMine: Mining moving object data for discovery of animal movement patterns.
Zhenhui Li|Jiawei Han|Ming Ji|Lu-An Tang|Yintao Yu|Bolin Ding|Jae-Gil Lee|Roland Kays
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Monitoring global forest cover using data mining.
Varun Mithal|Ashish Garg|Shyam Boriah|Michael S. Steinbach|Vipin Kumar|Christopher Potter|Steven A. Klooster|Juan Carlos Castilla-Rubio
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Temporal data mining approaches for sustainable chiller management in data centers.
Debprakash Patnaik|Manish Marwah|Ratnesh K. Sharma|Naren Ramakrishnan
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Agent-based homeostatic control for green energy in the smart grid.
Sarvapali D. Ramchurn|Perukrishnen Vytelingum|Alex Rogers|Nicholas R. Jennings
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Planning solar array operations on the international space station.
Sudhakar Y. Reddy|Jeremy Frank|Michael Iatauro|Matthew E. Boyce|Elif Kürklü|Mitchell Ai-Chang|Ari K. Jónsson
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Spatiotemporal correlations in criminal offense records.
Jameson L. Toole|Nathan Eagle|Joshua B. Plotkin