Talks in: Miles Davis A,B & C

Dates:

28 June 2009 | 29 June 2009 | 30 June 2009 | 1 July 2009

Tracks:

Monday, 29 June 2009


10:30 - 10:55		Adapting the Right Measures for K-means Clustering Junjie Wu, Jian Chen, hui xiong -- Miles Davis A,B & C

10:55 - 11:20		Improving Clustering Stability with Combinatorial MRFs Ron Bekkerman, Martin Scholz, Krishnamurthy Viswanathan -- Miles Davis A,B & C

11:20 - 11:45		Ranking-Based Clustering of Heterogeneous Information Networks with Star Network Schema Yizhou Sun, Yintao Yu, Jiawei Han -- Miles Davis A,B & C

11:45 - 12:00		Co-Clustering on Manifolds Quanquan Gu, Jie Zhou -- Miles Davis A,B & C

12:00 - 12:15		Fast Approximate Spectral Clustering Donghui Yan, Ling Huang Intel, Michael I. Jordan -- Miles Davis A,B & C

12:15 - 12:30		A Principled and Flexible Framework for Finding Alternative Clusterings ZiJie Qi, Ian Davidson -- Miles Davis A,B & C

14:00 - 14:25		Feature Shaping for Linear SVM Classifiers George Forman, Shyamsundar Rajaram, Martin Scholz -- Miles Davis A,B & C

14:25 - 14:50		Primal Sparse Max-Margin Markov Networks Jun Zhu, Eric P Xing, Bo Zhang -- Miles Davis A,B & C

14:50 - 15:15		Large-Scale Sparse Logistic Regression Jun Liu, Jieping Ye, Jianhui Chen -- Miles Davis A,B & C

15:15 - 15:30		Cross Domain Distribution Adaptation via Kernel Mapping Erheng Zhong, Wei Fan, Jing Peng, Kun Zhang, Jiangtao Ren, Deepak Turaga, Olivier Verscheure -- Miles Davis A,B & C

16:00 - 16:25		A LRT Framework for Fast Spatial Anomaly Detection Mingxi Wu, Xiuyao Song, John Gums -- Miles Davis A,B & C

16:25 - 16:50		Anomalous Window Discovery through Scan Statistics for Linear Intersecting Paths (SSLIP) Lei Shi, Vandana P. Janeja -- Miles Davis A,B & C

16:50 - 17:05		Category Detection Using Hierarchical Mean Shift Pavan Vatturi, Weng-Keen Wong -- Miles Davis A,B & C

17:05 - 17:20		Network Anomaly Detection based on Eigen Equation Compression Shunsuke Hirose, Kenji Yamanishi, Takayuki Nakata, Ryohei Fujimaki -- Miles Davis A,B & C

17:20 - 17:35		BGP-lens: Patterns and Anomalies in Internet Routing Updates B. Aditya Prakash, Nicholas Valler, David Andersen, Michalis Faloutsos, Christos Faloutsos -- Miles Davis A,B & C

Tuesday, 30 June 2009


10:30 - 10:55		Classification of Software Behaviors for Failure Detection: A Discriminative Pattern Mining Approach David Lo, Chengnian SUN, Hong Cheng, Jiawei Han, Siau-Cheng Khoo -- Miles Davis A,B & C

10:55 - 11:20		Mining Discrete Patterns via Binary Matrix Factorization Bao-Hong Shen, Shuiwang Ji, Jieping Ye -- Miles Davis A,B & C

11:20 - 11:35		An Association Analysis Approach to Biclustering Gaurav Pandey, Michael Steinbach, Chad L. Myers, Vipin Kumar -- Miles Davis A,B & C

11:35 - 11:50		Learning, Indexing, and Diagnosing Network Faults Ting Wang, Mudhakar Srivatsa, Dakshi Agrawal, Ling Liu -- Miles Davis A,B & C

11:50 - 12:05		WhereNext: a Location Predictor on Trajectory Pattern Mining Anna Monreale, Fabio Pinelli, Roberto Trasarti, Fosca Giannotti -- Miles Davis A,B & C

14:00 - 14:25		Improving Data Mining Utility with Projective Sampling Mark Last -- Miles Davis A,B & C

14:25 - 14:50		Effective Multi-Label Active Learning for Text Classification Bishan Yang, Jian-Tao Sun, Tengjiao Wang, Zheng Chen -- Miles Davis A,B & C

14:50 - 15:15		Regret-based Online Ranking for a Growing Digital Library Erick Delage -- Miles Davis A,B & C

15:15 - 15:30		Efficiently Learning the Accuracy of Labeling Sources for Selective Sampling Pinar Donmez, Jaime G. Carbonell, Jeff Schneider -- Miles Davis A,B & C

16:00 - 16:25		A Multi-Relational Approach to Spatial Classification Richard Frank, Martin Ester, Arno Knobbe -- Miles Davis A,B & C

16:25 - 16:40		Relational Learning via Latent Social Dimensions Lei Tang, Huan Liu -- Miles Davis A,B & C

16:40 - 16:55		Characteristic Relational Patterns Arne Koopman, Arno Siebes -- Miles Davis A,B & C

16:55 - 17:10		MetaFac: Community Discovery via Relational Hypergraph Factorization Yu-Ru Lin, Aisling Kelliher, Jimeng Sun, Paul Castro, Ravi Konuru, Hari Sundaram -- Miles Davis A,B & C

17:10 - 17:25		Using Graph-based Metrics with Empirical Risk Minimization to Speed Up Active Learning on Networked Data Sofus A Macskassy -- Miles Davis A,B & C

Wednesday, 1 July 2009


10:30 - 10:55		Optimizing Web Traffic via the Media Scheduling Problem Lars Backstrom, Ravi Kumar, Jon Kleinberg -- Miles Davis A,B & C

10:55 - 11:20		Turning Down the Noise in the Blogosphere Khalid El-Arini, Gaurav Veda, Dafna Shahaf, Carlos Guestrin -- Miles Davis A,B & C

11:20 - 11:35		Scalable Graph Clustering Using Stochastic Flows: Applications to Community Discovery Venu Satuluri, srinivasan parthasarathy -- Miles Davis A,B & C

11:35 - 11:50		Large Human Communication Networks: Patterns and a Utility-Driven Generator Nan Du, Christos Faloutsos, Bai Wang, Leman Akoglu -- Miles Davis A,B & C

11:50 - 12:05		A Viewpoint-based Approach for Interaction Graph Analysis Sitaram Asur, srinivasan parthasarathy -- Miles Davis A,B & C

12:05 - 12:20		A Generalized Co-HITS Algorithm and Its Application to Bipartite Graphs Hongbo Deng, Michael R. Lyu, Irwin King -- Miles Davis A,B & C