Volume 2, Number 1, January 2011

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  Daqing Zhang, Matthai Philipose, Qiang Yang: Introduction to the special issue on intelligent systems for activity recognition. 1
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  Yu Zheng, Xing Xie: Learning travel recommendations from user-generated GPS traces. 2
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  Katayoun Farrahi, Daniel Gatica-Perez: Discovering routines from large-scale human locations using probabilistic topic models. 3
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  Jane Yung-jen Hsu, Chia-chun Lian, Wan-rong Jih: Probabilistic models for concurrent chatting activity recognition. 4
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  Yue Zhou, Bingbing Ni, Shuicheng Yan, Thomas S. Huang: Recognizing pair-activities by causality analysis. 5
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  Jamie A. Ward, Paul Lukowicz, Hans-Werner Gellersen: Performance metrics for activity recognition. 6
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  Danny Wyatt, Tanzeem Choudhury, Jeff A. Bilmes, James A. Kitts: Inferring colocation and conversation networks from privacy-sensitive audio with implications for computational social science. 7
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  Xinlong Bao, Thomas G. Dietterich: FolderPredictor: Reducing the cost of reaching the right folder. 8

Volume 2, Number 2, February 2011

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  Xian-Sheng Hua, Qi Tian, Alberto Del Bimbo, Ramesh Jain: Introduction to the special issue on intelligent multimedia systems and technology. 9
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  Meng Wang, Xian-Sheng Hua: Active learning in multimedia annotation and retrieval: A survey. 10
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  Yuanlong Shao, Yuan Zhou, Deng Cai: Variational inference with graph regularization for image annotation. 11
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  Jie Yu, Xin Jin, Jiawei Han, Jiebo Luo: Collection-based sparse label propagation and its application on social group suggestion from photos. 12
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  Lei Wu, Steven C. H. Hoi, Rong Jin, Jianke Zhu, Nenghai Yu: Distance metric learning from uncertain side information for automated photo tagging. 13
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  Jinhui Tang, Richang Hong, Shuicheng Yan, Tat-Seng Chua, Guo-Jun Qi, Ramesh Jain: Image annotation by kNN-sparse graph-based label propagation over noisily tagged web images. 14
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  Xiaofeng Tong, Jia Liu, Tao Wang, Yimin Zhang: Automatic player labeling, tracking and field registration and trajectory mapping in broadcast soccer video. 15
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  Qingzhong Liu, Andrew H. Sung, Mengyu Qiao: Neighboring joint density-based JPEG steganalysis. 16
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  Chidansh Amitkumar Bhatt, Mohan S. Kankanhalli: Probabilistic temporal multimedia data mining. 17

Volume 2, Number 3, April 2011

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  Charles X. Ling: Introduction to special issue on machine learning for business applications. 18
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  Vasant Dhar: Prediction in financial markets: The case for small disjuncts. 19
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  Szu-Hao Huang, Shang-Hong Lai, Shih-Hsien Tai: A learning-based contrarian trading strategy via a dual-classifier model. 20
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  Bin Li, Steven C. H. Hoi, Vivekanand Gopalkrishnan: CORN: Correlation-driven nonparametric learning approach for portfolio selection. 21
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  Francesco Bonchi, Carlos Castillo, Aristides Gionis, Alejandro Jaimes: Social Network Analysis and Mining for Business Applications. 22
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  Richong Zhang, Thomas T. Tran: A helpfulness modeling framework for electronic word-of-mouth on consumer opinion platforms. 23
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  Yong Ge, Hui Xiong, Wenjun Zhou, Siming Li, Ramendra K. Sahoo: Multifocal learning for customer problem analysis. 24
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  Chun-Nan Hsu: Introduction to special issue on large-scale machine learning. 25
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  Zhiyuan Liu, Yuzhou Zhang, Edward Y. Chang, Maosong Sun: PLDA+: Parallel latent dirichlet allocation with data placement and pipeline processing. 26
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  Chih-Chung Chang, Chih-Jen Lin: LIBSVM: A library for support vector machines. 27
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  Gilles Gasso, Aristidis Pappaioannou, Marina Spivak, Léon Bottou: Batch and online learning algorithms for nonconvex neyman-pearson classification. 28
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  Hao Ma, Irwin King, Michael R. Lyu: Learning to recommend with explicit and implicit social relations. 29
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  Justin Ma, Lawrence K. Saul, Stefan Savage, Geoffrey M. Voelker: Learning to detect malicious URLs. 30

Volume 2, Number 4, July 2011

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  Carla P. Gomes, Qiang Yang: Introduction to special issue on computational sustainability. 31
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  Andreas Krause, Carlos Guestrin: Submodularity and its applications in optimized information gathering. 32
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  Massimiliano Cattafi, Marco Gavanelli, Michela Milano, Paolo Cagnoli: Sustainable biomass power plant location in the Italian Emilia-Romagna region. 33
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  Debprakash Patnaik, Manish Marwah, Ratnesh K. Sharma, Naren Ramakrishnan: Temporal data mining approaches for sustainable chiller management in data centers. 34
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  Sarvapali D. Ramchurn, Perukrishnen Vytelingum, Alex Rogers, Nicholas R. Jennings: Agent-based homeostatic control for green energy in the smart grid. 35
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  Varun Mithal, Ashish Garg, Shyam Boriah, Michael Steinbach, Vipin Kumar, Christopher Potter, Steven A. Klooster, Juan Carlos Castilla-Rubio: Monitoring global forest cover using data mining. 36
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  Zhenhui Li, Jiawei Han, Ming Ji, Lu An Tang, Yintao Yu, Bolin Ding, Jae-Gil Lee, Roland Kays: MoveMine: Mining moving object data for discovery of animal movement patterns. 37
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  Jameson L. Toole, Nathan Eagle, Joshua B. Plotkin: Spatiotemporal correlations in criminal offense records. 38
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  Wei Ding, Tomasz F. Stepinski, Yang Mu, Lourenço P. C. Bandeira, Ricardo Vilalta, Youxi Wu, Zhenyu Lu, Tianyu Cao, Xindong Wu: Subkilometer crater discovery with boosting and transfer learning. 39
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  Pauline M. Berry, Melinda T. Gervasio, Bart Peintner, Neil Yorke-Smith: PTIME: Personalized assistance for calendaring. 40
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  Sudhakar Y. Reddy, Jeremy Frank, Michael Iatauro, Matthew E. Boyce, Elif Kürklü, Mitchell Ai-Chang, Ari K. Jónsson: Planning solar array operations on the international space station. 41
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  Karen Zita Haigh, Fusun Yaman: RECYCLE: Learning looping workflows from annotated traces. 42

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