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ACM Transactions on Intelligent Systems and Technology (2011)




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2011 Volume 2 Issue 3

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Introduction to special issue on machine learning for business applications
Charles X. Ling

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Prediction in financial markets: The case for small disjuncts
Vasant Dhar

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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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Social Network Analysis and Mining for Business Applications
Francesco Bonchi | Carlos Castillo | Aristides Gionis | Alejandro Jaimes

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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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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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PLDA+: Parallel latent dirichlet allocation with data placement and pipeline processing
Zhiyuan Liu | Yuzhou Zhang | Edward Y. Chang | Maosong Sun

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LIBSVM: A library for support vector machines
Chih-Chung Chang | Chih-Jen Lin

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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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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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2011 Volume 2 Issue 4

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Introduction to special issue on computational sustainability
Carla P. Gomes | Qiang Yang

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Submodularity and its applications in optimized information gathering
Andreas Krause | Carlos Guestrin

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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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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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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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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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Spatiotemporal correlations in criminal offense records
Jameson L. Toole | Nathan Eagle | Joshua B. Plotkin

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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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PTIME: Personalized assistance for calendaring
Pauline M. Berry | Melinda T. Gervasio | Bart Peintner | Neil Yorke-Smith

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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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RECYCLE: Learning looping workflows from annotated traces
Karen Zita Haigh | Fusun Yaman


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2011 Volume 3 Issue 1

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Introduction
Ido Guy | Li Chen | Michelle X. Zhou

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Efficient Tag Recommendation for Real-Life Data
Marek Lipczak | Evangelos E. Milios

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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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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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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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Introduction
Huan Liu | Dana S. Nau

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GAPs: Geospatial Abduction Problems
Paulo Shakarian | V. S. Subrahmanian | Maria Luisa Sapino

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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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Fair Seeding in Knockout Tournaments
Thuc Vu | Yoav Shoham

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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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Understanding, Manipulating and Searching Hand-Drawn Concept Maps
Yingying Jiang | Feng Tian | Xiaolong (Luke) Zhang | Guozhong Dai | Hongan Wang

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Interactive Image Search by Color Map
Jingdong Wang | Xian-Sheng Hua

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Cross-Lingual Adaptation Using Structural Correspondence Learning
Peter Prettenhofer | Benno Stein

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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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Group Profiling for Understanding Social Structures
Lei Tang | Xufei Wang | Huan Liu

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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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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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Activity Recognition for Dynamic Multi-Agent Teams
Gita Sukthankar | Katia P. Sycara