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ORCIDACM Transactions on Intelligent Systems and Technology, Volume 2
Volume 2, Number 1, January 2011
- Daqing Zhang, Matthai Philipose, Qiang Yang:
Introduction to the special issue on intelligent systems for activity recognition. 1:1-1:4 - Yu Zheng, Xing Xie
:
Learning travel recommendations from user-generated GPS traces. 2:1-2:29 - Katayoun Farrahi, Daniel Gatica-Perez:
Discovering routines from large-scale human locations using probabilistic topic models. 3:1-3:27 - Jane Yung-jen Hsu, Chia-chun Lian, Wan-rong Jih:
Probabilistic models for concurrent chatting activity recognition. 4:1-4:20 - Yue Zhou, Bingbing Ni, Shuicheng Yan, Thomas S. Huang:
Recognizing pair-activities by causality analysis. 5:1-5:20 - Jamie A. Ward, Paul Lukowicz, Hans-Werner Gellersen:
Performance metrics for activity recognition. 6:1-6:23 - 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. 7:1-7:41 - Xinlong Bao, Thomas G. Dietterich:
FolderPredictor: Reducing the cost of reaching the right folder. 8:1-8:23
Volume 2, Number 2, February 2011
- Xian-Sheng Hua, Qi Tian, Alberto Del Bimbo, Ramesh C. Jain:
Introduction to the special issue on intelligent multimedia systems and technology. 9:1-9:2 - Meng Wang, Xian-Sheng Hua:
Active learning in multimedia annotation and retrieval: A survey. 10:1-10:21 - Yuanlong Shao, Yuan Zhou, Deng Cai:
Variational inference with graph regularization for image annotation. 11:1-11:21 - Jie Yu, Xin Jin, Jiawei Han, Jiebo Luo:
Collection-based sparse label propagation and its application on social group suggestion from photos. 12:1-12:21 - Lei Wu, Steven C. H. Hoi, Rong Jin, Jianke Zhu, Nenghai Yu:
Distance metric learning from uncertain side information for automated photo tagging. 13:1-13:28 - Jinhui Tang, Richang Hong, Shuicheng Yan, Tat-Seng Chua, Guo-Jun Qi, Ramesh C. Jain:
Image annotation by kNN-sparse graph-based label propagation over noisily tagged web images. 14:1-14:15 - Xiaofeng Tong, Jia Liu, Tao Wang, Yimin Zhang:
Automatic player labeling, tracking and field registration and trajectory mapping in broadcast soccer video. 15:1-15:32 - Qingzhong Liu, Andrew H. Sung, Mengyu Qiao:
Neighboring joint density-based JPEG steganalysis. 16:1-16:16 - Chidansh Amitkumar Bhatt, Mohan S. Kankanhalli:
Probabilistic temporal multimedia data mining. 17:1-17:19
Volume 2, Number 3, April 2011
- Charles X. Ling:
Introduction to special issue on machine learning for business applications. 18:1-18:2 - Vasant Dhar:
Prediction in financial markets: The case for small disjuncts. 19:1-19:22 - Szu-Hao Huang, Shang-Hong Lai, Shih-Hsien Tai:
A learning-based contrarian trading strategy via a dual-classifier model. 20:1-20:20 - Bin Li, Steven C. H. Hoi, Vivekanand Gopalkrishnan:
CORN: Correlation-driven nonparametric learning approach for portfolio selection. 21:1-21:29 - Francesco Bonchi, Carlos Castillo, Aristides Gionis, Alejandro Jaimes:
Social Network Analysis and Mining for Business Applications. 22:1-22:37 - Richong Zhang, Thomas T. Tran:
A helpfulness modeling framework for electronic word-of-mouth on consumer opinion platforms. 23:1-23:18 - Yong Ge, Hui Xiong, Wenjun Zhou, Siming Li, Ramendra K. Sahoo:
Multifocal learning for customer problem analysis. 24:1-24:22 - Chun-Nan Hsu:
Introduction to special issue on large-scale machine learning. 25:1-25:2 - Zhiyuan Liu, Yuzhou Zhang, Edward Y. Chang, Maosong Sun:
PLDA+: Parallel latent dirichlet allocation with data placement and pipeline processing. 26:1-26:18 - Chih-Chung Chang, Chih-Jen Lin:
LIBSVM: A library for support vector machines. 27:1-27:27 - Gilles Gasso, Aristidis Pappaioannou, Marina Spivak, Léon Bottou:
Batch and online learning algorithms for nonconvex neyman-pearson classification. 28:1-28:19 - Hao Ma, Irwin King, Michael R. Lyu:
Learning to recommend with explicit and implicit social relations. 29:1-29:19 - Justin Ma, Lawrence K. Saul, Stefan Savage, Geoffrey M. Voelker:
Learning to detect malicious URLs. 30:1-30:24
Volume 2, Number 4, July 2011
- Carla P. Gomes, Qiang Yang:
Introduction to special issue on computational sustainability. 31:1-31:2 - Andreas Krause, Carlos Guestrin:
Submodularity and its applications in optimized information gathering. 32:1-32:20 - Massimiliano Cattafi, Marco Gavanelli, Michela Milano, Paolo Cagnoli:
Sustainable biomass power plant location in the Italian Emilia-Romagna region. 33:1-33:19 - Debprakash Patnaik, Manish Marwah, Ratnesh K. Sharma, Naren Ramakrishnan:
Temporal data mining approaches for sustainable chiller management in data centers. 34:1-34:29 - Sarvapali D. Ramchurn, Perukrishnen Vytelingum, Alex Rogers, Nicholas R. Jennings:
Agent-based homeostatic control for green energy in the smart grid. 35:1-35:28 - Varun Mithal, Ashish Garg, Shyam Boriah, Michael S. Steinbach, Vipin Kumar, Christopher Potter, Steven A. Klooster, Juan Carlos Castilla-Rubio:
Monitoring global forest cover using data mining. 36:1-36:24 - 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. 37:1-37:32 - Jameson L. Toole, Nathan Eagle, Joshua B. Plotkin:
Spatiotemporal correlations in criminal offense records. 38:1-38:18 - 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. 39:1-39:22 - Pauline M. Berry, Melinda T. Gervasio, Bart Peintner, Neil Yorke-Smith:
PTIME: Personalized assistance for calendaring. 40:1-40:22 - 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. 41:1-41:24 - Karen Zita Haigh, Fusun Yaman:
RECYCLE: Learning looping workflows from annotated traces. 42:1-42:32
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