| 2013 | A Hierarchical Probabilistic Model for Low Sample Rate Home-Use Energy Disaggregation. Arnold P. Boedihardjo, Feng Chen, Haili Dong, Chang-Tien Lu, Bingsheng Wang |
| 2013 | A New Perspective on Convex Relaxations of Sparse SVM. Noam Goldberg, Sven Leyffer, Todd S. Munson |
| 2013 | A Nonparametric Mixture Model for Topic Modeling over Time. Avinava Dubey, Ahmed Hefny, Sinead Williamson, Eric P. Xing |
| 2013 | ActNeT: Active Learning for Networked Texts in Microblogging. Xia Hu, Jiliang Tang, Huiji Gao, Huan Liu |
| 2013 | Active Class Discovery and Learning for Networked Data. Meng Fang, Jie Yin, Chengqi Zhang, Xingquan Zhu |
| 2013 | Active Learning to Rank using Pairwise Supervision. Ian Davidson, Hongfei Li, Buyue Qian, Jun Wang, Xiang Wang |
| 2013 | An Empirical Study of the Suitability of Class Decomposition for Linear Models: When Does It Work Well? Francisco Ocegueda-Hernandez, Ricardo Vilalta |
| 2013 | An Examination of Practical Granger Causality Inference. Yan Liu, Mohammad Taha Bahadori |
| 2013 | Automatic Detection and Correction of Multi-class Classification Errors Using System Whole-part Relationships. Zhengzhang Chen, Alok N. Choudhary, John Jenkins, Vipin Kumar, Anatoli V. Melechko, Jinfeng Rao, Nagiza F. Samatova, Fredrick H. M. Semazzi |
| 2013 | Bregman Divergences and Triangle Inequality. Sreangsu Acharyya, Arindam Banerjee, Daniel Boley |
| 2013 | Butterfly Mixing: Accelerating Incremental-Update Algorithms on Clusters. John F. Canny, Huasha Zhao |
| 2013 | CMI: An Information-Theoretic Contrast Measure for Enhancing Subspace Cluster and Outlier Detection. Klemens Böhm, Fabian Keller, Emmanuel Müller, Hoang Vu Nguyen, Jilles Vreeken |
| 2013 | Change Detection from Temporal Sequences of Class Labels: Application to Land Cover Change Mapping. Shyam Boriah, Ankush Khandelwal, Vipin Kumar, Varun Mithal, Karsten Steinhaeuser |
| 2013 | Climate Multi-model Regression Using Spatial Smoothing. Karthik Subbian, Arindam Banerjee |
| 2013 | CoFiSet: Collaborative Filtering via Learning Pairwise Preferences over Item-sets. Li Chen, Weike Pan |
| 2013 | CoSelect: Feature Selection with Instance Selection for Social Media Data. Jiliang Tang, Huan Liu |
| 2013 | Collective Kernel Construction in Noisy Environment. Chris H. Q. Ding, Deguang Kong, Miao Zhang |
| 2013 | Community Detection with Prior Knowledge. Karthik Subbian, Charu C. Aggarwal, Jaideep Srivastava, Philip S. Yu |
| 2013 | Constrained Spectral Clustering using L1 Regularization. Jaya Kawale, Daniel Boley |
| 2013 | Contextual Time Series Change Detection. Xi C. Chen, Karsten Steinhaeuser, Shyam Boriah, Snigdhansu Chatterjee, Vipin Kumar |
| 2013 | Cost-Sensitive Double Updating Online Learning and Its Application to Online Anomaly Detection. Steven C. H. Hoi, Peilin Zhao |
| 2013 | DELTACON: A Principled Massive-Graph Similarity Function. Christos Faloutsos, Danai Koutra, Joshua T. Vogelstein |
| 2013 | Determining the Number of Clusters via Iterative Consensus Clustering. Carl Dean Meyer, Shaina Race, Kevin Valakuzhy |
| 2013 | Discriminative Feature Selection for Uncertain Graph Classification. Xiangnan Kong, Ann B. Ragin, Xue Wang, Philip S. Yu |
| 2013 | Discriminative Transfer Learning on Manifold. Zheng Fang, Zhongfei Zhang |
| 2013 | Distribution Regularized Regression Framework for Climate Modeling. Zubin Abraham, Malgorzata Liszewska, Perdinan, Pang-Ning Tan, Julie Winkler, Shiyuan Zhong |
| 2013 | Dynamic Community Detection in Weighted Graph Streams. Jian-Huang Lai, Chang-Dong Wang, Philip S. Yu |
| 2013 | Dynamic Shaker Detection from Evolving Entities. Wei Fan, Xiaoxiao Shi, Philip S. Yu |
| 2013 | Efficient Anytime Density-based Clustering. Christian Böhm, Jing Feng, Xiao He, Son T. Mai |
| 2013 | Efficient Selection of Globally Optimal Rules on Large Imbalanced Data Based on Rule Coverage Relationship Analysis. Longbing Cao, Jinjiu Li, Can Wang, Philip S. Yu |
| 2013 | Evolutionary Soft Co-Clustering. Shuiwang Ji, Wenlu Zhang, Rui Zhang |
| 2013 | Exploiting Synchronicity Networks for Finding Valuables in Heterogeneous Networks. Ching-Yung Lin, Zhen Wen |
| 2013 | Exploring and Inferring User-User Pseudo-Friendship for Sentiment Analysis with Heterogeneous Networks. Hongbo Deng, Jiawei Han, Heng Ji, Hao Li, Yue Lu, Hongning Wang |
| 2013 | Fast Exact Max-Kernel Search. Ryan R. Curtin, Alexander G. Gray, Parikshit Ram |
| 2013 | Fast Shapelets: A Scalable Algorithm for Discovering Time Series Shapelets. Eamonn J. Keogh, Thanawin Rakthanmanon |
| 2013 | Feature Selection by Joint Graph Sparse Coding. Wei Ding, Xindong Wu, Shichao Zhang, Xiaofeng Zhu |
| 2013 | Finding Affordable and Collaborative Teams from a Network of Experts. Aijun An, Mehdi Kargar, Morteza Zihayat |
| 2013 | Fractional Immunization in Networks. Lada A. Adamic, Christos Faloutsos, Theodore J. Iwashyna, B. Aditya Prakash, Hanghang Tong |
| 2013 | Graphical Modeling of Macro Behavioral Targeting in Social Networks. Ankit Agrawal, Zhengzhang Chen, Yu Cheng, Alok N. Choudhary, Haotian Liu, Md. Mostofa Ali Patwary, Yusheng Xie, Kunpeng Zhang |
| 2013 | IBSM: Interval-Based Sequence Matching. Alexios Kotsifakos, Panagiotis Papapetrou, Vassilis Athitsos |
| 2013 | Integrity Verification of K-means Clustering Outsourced to Infrastructure as a Service (IaaS) Providers. Ruilin Liu, Philippos Mordohai, Wendy Hui Wang, Hui Xiong |
| 2013 | It Is Not Just What We Say, But How We Say Them: LDA-based Behavior-Topic Model. Jing Jiang, Minghui Qiu, Feida Zhu |
| 2013 | Joint Segmentation and Clustering in Text Corpuses. Samuel J. Blasiak, Huzefa Rangwala, Sithu Sudarsan |
| 2013 | Learning Topics in Short Texts by Non-negative Matrix Factorization on Term Correlation Matrix. Xueqi Cheng, Jiafeng Guo, Shenghua Liu, Yanfeng Wang, Xiaohui Yan |
| 2013 | MC-MinH: Metagenome Clustering using Minwise based Hashing. Huzefa Rangwala, Zeehasham Rasheed |
| 2013 | MODS: Multiple One-class Data Streams Learning from Homogeneous Data. Zhifeng Hao, Bo Liu, Yanshan Xiao, Philip S. Yu |
| 2013 | Maximal Deviations of Incomplete U-statistics with Applications to Empirical Risk Sampling. Stéphan Clémençon, Sylvain Robbiano, Jessica Tressou |
| 2013 | Mining Connection Pathways for Marked Nodes in Large Graphs. Leman Akoglu, Duen Horng Chau, Christos Faloutsos, Nikolaj Tatti, Hanghang Tong, Jilles Vreeken |
| 2013 | Mining Labelled Tensors by Discovering both their Common and Discriminative Subspaces. James Bailey, Jeffrey Chan, Kotagiri Ramamohanarao, Christopher Leckie, Wei Liu |
| 2013 | Mining Probabilistic Representative Frequent Patterns From Uncertain Data. Ling Chen, Chunyang Liu, Chengqi Zhang |
| 2013 | Missing or Inapplicable: Treatment of Incomplete Continuous-valued Features in Supervised Learning. Lei Liu, Prakash Mandayam Comar, Antonio Nucci, Sabyasachi Saha, Pang-Ning Tan |
| 2013 | Modeling Clinical Time Series Using Gaussian Process Sequences. Milos Hauskrecht, Zitao Liu, Lei Wu |
| 2013 | Modeling the Diffusion of Preferences on Social Networks. San-Chuan Hung, Perng-Hwa Kung, Shou-De Lin, Jing-Kai Lou, Chin-Hua Tsai, Fu-Min Wang |
| 2013 | Monitoring and mining GPS traces in transit space. Leon Stenneth, Philip S. Yu |
| 2013 | Multi-Transfer: Transfer Learning with Multiple Views and Multiple Sources. Ben Tan, Evan Wei Xiang, Qiang Yang, Erheng Zhong |
| 2013 | Multi-View Clustering via Joint Nonnegative Matrix Factorization. Jing Gao, Jiawei Han, Jialu Liu, Chi Wang |
| 2013 | Multi-objective Multi-view Spectral Clustering via Pareto Optimization. Ian Davidson, Buyue Qian, Xiang Wang, Jieping Ye |
| 2013 | NetSpot: Spotting Significant Anomalous Regions on Dynamic Networks. Petko Bogdanov, Christos Faloutsos, Misael Mongiovì, Evangelos E. Papalexakis, Razvan Ranca, Ambuj K. Singh |
| 2013 | On Graph Stream Clustering with Side Information. Philip S. Yu, Yuchen Zhao |
| 2013 | On Handling Negative Transfer and Imbalanced Distributions in Multiple Source Transfer Learning. Jing Gao, Liang Ge, Kang Li, Hung Q. Ngo, Aidong Zhang |
| 2013 | On the Detectability of Node Grouping in Networks. Yuguo Chen, Jiawei Han, Ming Ji, Jialu Liu, Lu Su, Chi Wang, Hongning Wang |
| 2013 | Opinion Maximization in Social Networks. Aristides Gionis, Evimaria Terzi, Panayiotis Tsaparas |
| 2013 | Outlier Detection with Space Transformation and Spectral Analysis. Ira Assent, Xuan-Hong Dang, Barbora Micenková, Raymond T. Ng |
| 2013 | Patient Risk Prediction Model via Top-k Stability Selection. Jianying Hu, Yashu Liu, Jimeng Sun, Jieping Ye, Jiayu Zhou |
| 2013 | Pinch Ratio Clustering from a Topologically Intrinsic Lexicographic Ordering. Douglas R. Heisterkamp, Jesse Johnson |
| 2013 | Point-of-Interest Recommendation in Location Based Social Networks with Topic and Location Awareness. Bin Liu, Hui Xiong |
| 2013 | Probabilistic Combination of Classifier and Cluster Ensembles for Non-transductive Learning. Ayan Acharya, Joydeep Ghosh, Eduardo R. Hruschka, Jean-David Ruvini, Badrul Sarwar |
| 2013 | Proceedings of the 13th SIAM International Conference on Data Mining, May 2-4, 2013. Austin, Texas, USA. |
| 2013 | Reduced Set KPCA for Improving the Training and Execution Speed of Kernel Machines. Alexander G. Gray, Hassan A. Kingravi, Patricio A. Vela |
| 2013 | Regularization of Latent Variable Models to Obtain Sparsity. Ramnath Balasubramanyan, William W. Cohen |
| 2013 | Retweeting: An Act of Viral Users, Susceptible Users, or Viral Topics? Ee-Peng Lim, Tuan-Anh Hoang |
| 2013 | Robust Textual Data Streams Mining Based on Continuous Transfer Learning. Longbing Cao, Zhifeng Hao, Bo Liu, Yanshan Xiao, Philip S. Yu |
| 2013 | SMART: Semi-Supervised Music Emotion Recognition with Social Tagging. Andrew Horner, Derek Hao Hu, Bin Wu, Qiang Yang, Erheng Zhong |
| 2013 | Selective Transfer Learning for Cross Domain Recommendation. Zhongqi Lu, Weike Pan, Evan Wei Xiang, Qiang Yang, Lili Zhao, Erheng Zhong |
| 2013 | SemInf: A Burst-based Semantic Influence Model for Biomedical Topic Influence. Dan He, Douglas Stott Parker Jr. |
| 2013 | Sentiment Topic Model with Decomposed Prior. Zheng Chen, Chengtao Li, Jian-Tao Sun, Jianwen Zhang |
| 2013 | Set Coverage Problems in a One-Pass Data Stream. Huiwen Yu, Dayu Yuan |
| 2013 | Shattering and Compressing Networks for Betweenness Centrality. Ümit V. Çatalyürek, Kamer Kaya, Ahmet Erdem Sariyüce, Erik Saule |
| 2013 | Sparse Max-Margin Multiclass and Multi-label Classifier Design for Fast Inference. Tanuja Ganu, Sundararajan Sellamanickam, Shirish K. Shevade |
| 2013 | Sparse Representation for HIV-1 Protease Drug Resistance Prediction. Robert W. Harrison, Irene T. Weber, Xiaxia Yu |
| 2013 | Sparse Subspace Clustering via Group Sparse Coding. Duc-Son Pham, Dinh Q. Phung, Budhaditya Saha, Svetha Venkatesh |
| 2013 | Time Series Classification under More Realistic Assumptions. Bing Hu, Yanping Chen, Eamonn J. Keogh |
| 2013 | Time-sensitive Classification of Behavioral Data. Shin Ando, Einoshin Suzuki |
| 2013 | Topic Models For Feature Selection in Document Clustering. Anna Drummond, Chris Jermaine, Zografoula Vagena |
| 2013 | Topic-Level Expert Modeling in Community Question Answering. Tong Zhao, Naiwen Bian, Chunping Li, Mengya Li |
| 2013 | Triadic Measures on Graphs: The Power of Wedge Sampling. Tamara G. Kolda, Ali Pinar, C. Seshadhri |
| 2013 | Unsupervised Feature Selection for Multi-View Data in Social Media. Jiliang Tang, Xia Hu, Huiji Gao, Huan Liu |
| 2013 | Very Fast Similarity Queries on Semi-Structured Data from the Web. William W. Cohen, Bhavana Bharat Dalvi |
| 2013 | What's Your Next Move: User Activity Prediction in Location-based Social Networks. Hong Cheng, Jihang Ye, Zhe Zhu |
| 2013 | k-means-: A Unified Approach to Clustering and Outlier Detection. Sanjay Chawla, Aristides Gionis |