| 2011 | WindMine: Fast and Effective Mining of Web-click Sequences. | Yasushi Sakurai, Lei Li, Yasuko Matsubara, Christos Faloutsos |
| 2011 | Spatially-Aware Comparison and Consensus for Clusterings. | Parasaran Raman, Jeff M. Phillips, Suresh Venkatasubramanian |
| 2011 | SONAR: Signal De-mixing for Robust Correlation Clustering. | Claudia Plant |
| 2011 | FAMER: Making Multi-Instance Learning Better and Faster. | Wei Ping, Ye Xu, Jianyong Wang, Xian-Sheng Hua |
| 2011 | Chernoff Dimensionality Reduction-Where Fisher Meets FKT. | Jing Peng, Guna Seetharaman, Stefan A. Robila, Aparna S. Varde, Wei Fan |
| 2011 | Discovering Bucket Orders from Data. | Vinayaka Pandit, Sreyash Kenkre, Arindam Khan |
| 2011 | A Generalized Framework for Mining Arbitrarily Positioned Overlapping Co-clusters. | Omar Odibat, Chandan K. Reddy |
| 2011 | Semi-Supervised Convolution Graph Kernels for Relation Extraction. | Xia Ning, Yanjun Qi |
| 2011 | Multidimensional Association Rules in Boolean Tensors. | Kim-Ngan Nguyen, Loc Cerf, Marc Plantevit, Jean-Franois Boulicaut |
| 2011 | Weighted Graph Compression for Parameter-free Clustering With PaCCo. | Nikola Mller, Katrin Haegler, Junming Shao, Claudia Plant, Christian Bhm |
| 2011 | Human Dynamics in Large Communication Networks. | Pedro Olmo Stancioli Vaz de Melo, Christos Faloutsos, Antonio Alfredo Ferreira Loureiro |
| 2011 | Weighted Rank-One Binary Matrix Factorization. | Haibing Lu, Jaideep Vaidya, Vijayalakshmi Atluri, Heechang Shin, Lili Jiang |
| 2011 | One-Class-Based Uncertain Data Stream Learning. | Bo Liu, Yanshan Xiao, Longbing Cao, Philip S. Yu |
| 2011 | A Quadratic Mean based Supervised Learning Model for Managing Data Skewness. | Wei Liu, Sanjay Chawla |
| 2011 | Data Integration via Constrained Clustering: An Application to Enzyme Clustering. | Elisa Boari de Lima, Raquel Cardoso de Melo Minardi, Wagner Meira Jr., Mohammed Javeed Zaki |
| 2011 | Graph-Based Marginal Ranking for Update Summarization. | Xuan Li, Liang Du, Yi-Dong Shen |
| 2011 | On Anonymization of Multi-graphs. | Chun Li, Charu C. Aggarwal, Jianyong Wang |
| 2011 | Online Discovery of Top-k Similar Motifs in Time Series Data. | Hoang Thanh Lam, Toon Calders, Ninh Pham |
| 2011 | Exploiting Coherence for the Simultaneous Discovery of Latent Facets and associated Sentiments. | Himabindu Lakkaraju, Chiranjib Bhattacharyya, Indrajit Bhattacharya, Srujana Merugu |
| 2011 | Interpreting and Unifying Outlier Scores. | Hans-Peter Kriegel, Peer Krger, Erich Schubert, Arthur Zimek |
| 2011 | Multi-Label Collective Classification. | Xiangnan Kong, Xiaoxiao Shi, Philip S. Yu |
| 2011 | Unsupervised Disaggregation of Low Frequency Power Measurements. | Hyungsul Kim, Manish Marwah, Martin F. Arlitt, Geoff Lyon, Jiawei Han |
| 2011 | The Network Completion Problem: Inferring Missing Nodes and Edges in Networks. | Myunghwan Kim, Jure Leskovec |
| 2011 | Discovering Dynamic Dipoles in Climate Data. | Jaya Kawale, Michael S. Steinbach, Vipin Kumar |
| 2011 | Centralities in Large Networks: Algorithms and Observations. | U Kang, Spiros Papadimitriou, Jimeng Sun, Hanghang Tong |