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Talks in: Auditorium

Dates:

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

Tracks:

Monday, 29 June 2009


10:30 - 10:55		Spatial-temporal causal modeling for climate change attribution Aurelie C Lozano, Naoki Abe, Hongfei Li, Claudia Perlich, Alexandru Niculescu-Mizil, Yan Liu -- Auditorium

10:55 - 11:10		Grouped Graphical Granger Modeling Methods for Temporal Causal Modeling Aurelie C Lozano, Saharon Rosset, Naoki Abe, Yan Liu -- Auditorium

11:10 - 11:25		Causality Quantification and Its Applications: Structuring and Modeling of Multivariate Time Series Takashi Shibuya, Yasuo Kuniyoshi, Tatsuya Harada -- Auditorium

11:25 - 11:50		Issues in Evaluation of Stream Learning Algorithms Joao Gama, Pedro P. Rodrigues, Raquel Sebastiao -- Auditorium

11:50 - 12:15		New ensemble methods for evolving data streams Albert Bifet, Geoff Holmes, Bernhard Pfahringer, Richard Kirkby, Ricard Gavalda -- Auditorium

12:15 - 12:30		Toward Autonomic Grids: Analyzing the Job Flow with Affinity Streaming Xiangliang ZHANG, Michèle Sebag, Cyril Furtlehner, Julien Perez, Cecile Germain-Renaud -- Auditorium

14:00 - 14:25		Genre-based Decomposition of Email Class Noise Aleksander Kolcz Microsoft, Gordon Cormack -- Auditorium

14:25 - 14:40		Efficient Anomaly Monitoring Over Moving Object Trajectory Streams Yingyi Bu, Lei Chen, Ada Wai-Chee Fu, Dawei Liu -- Auditorium

14:40 - 14:55		CoCo: Coding Cost for Parameter-free Outlier Detection Christian Böhm, Katrin Haegler, Nikola S Müller, Claudia Plant -- Auditorium

14:55 - 15:20		Learning with a Non-exhaustive Training Dataset: Detection of Bacteria Cultures using Optical-Scattering Technology M. Murat Dundar, Bartek Rajwa, E. Daniel Hirleman, Arun K. Bhunia, J. Paul Robinson -- Auditorium

15:20 - 15:35		DynaMMo: Mining and Summarization of Coevolving Sequences with Missing Values Lei Li, James McCann, Nancy S Pollard, Christos Faloutsos -- Auditorium

16:00 - 16:25		Connections between the Lines: Augmenting Social Networks with Text Jonathan Chang, David M. Blei, Jordan Boyd-Graber -- Auditorium

16:25 - 16:50		Structured Correspondence Topic Models for Mining Captioned Figures in Biological Literature Amr Ahmed, Eric P. Xing, William W. Cohen, Robert F. Murphy -- Auditorium

16:50 - 17:05		Name-Ethnicity Classification from Open Sources Anurag Ambekar, Charles Ward, Jahangir Mohammed, Swapna Male, Steven Skiena -- Auditorium

17:05 - 17:20		Efficient Methods for Topic Model Inference on Streaming Document Collections Limin Yao, David Mimno, Andrew McCallum -- Auditorium

17:20 - 17:35		Extracting Discriminative Concepts for Domain Adaptation in Text Mining Bo Chen, Wai Lam, Ivor Tsang, Tak-Lam Wong -- Auditorium

17:30 - 18:00		The Europe Media Monitor family of news analysis applications Mijail Kabadjov -- Auditorium

18:00 - 18:30		Organizational Traits leading to High ROI for Data Mining Antonia de Medinaceli -- Auditorium

18:30 - 19:00		Improving Online Marketing Performance through Data Mining and Optimization Robert Cooley -- Auditorium

Tuesday, 30 June 2009


10:30 - 10:55		Collusion-Resistant Anonymous Data Collection Method Mafruz Zaman Ashrafi, See Kiong Ng -- Auditorium

10:55 - 11:10		Differentially Private Recommender Systems: Building Privacy into the Netflix Prize Contenders Frank McSherry, Ilya Mironov -- Auditorium

11:10 - 11:25		On the Tradeoff Between Privacy and Utility in Data Publishing Tiancheng Li, Ninghui Li -- Auditorium

11:25 - 11:50		The Offset Tree for Learning with Partial Labels Alina Beygelzimer, John Langford -- Auditorium

11:50 - 12:05		Information Theoretic Regularization for Semi-Supervised Boosting Lei Zheng, Shaojun Wang, Yan Liu, Chi-Hoon Lee -- Auditorium

14:00 - 14:50		Invited Talk - Data Mining at NASA: from Theory to Applications Ashok N. Srivastava -- Auditorium

14:50 - 15:05		Seven Pitfalls to Avoid when Running Controlled Experiments on the Web Thomas Crook, Ron Kohavi, Roger Longbotham, Brian Frasca -- Auditorium

15:05 - 15:20		Pervasive Parallelism in Data Mining: Dataflow solution to Co-clustering Large and Sparse Netflix Data Srivatsava Daruru, Nena M Marin, Matt Walker, Joydeep Ghosh -- Auditorium

15:20 - 15:35		Improving Classification Accuracy Using Automatically Extracted Training Data Ariel Fuxman, Anitha Kannan, Andrew B Goldberg, Rakesh Agrawal, Panayiotis Tsaparas, John Shafer -- Auditorium

16:00 - 16:25		SNARE: A Link Analytic System for Graph Labeling and Risk Detection Mary McGlohon, Stephen Bay, Christos Faloutsos -- Auditorium

16:25 - 16:50		Intelligent File Scoring System for Malware Detection from the Gray List Yanfang Ye, Tao Li -- Auditorium

16:50 - 17:15		Anonymizing Healthcare Data: A Case Study on the Blood Transfusion Service Noman Mohammed, Benjamin C. M. Fung, Patrick C. K. Hung, Cheuk-kwong Lee -- Auditorium

17:15 - 17:30		Beyond Blacklists: Learning to Detect Malicious Web Sites from Suspicious URLs Justin Ma, Lawrence K. Saul, Stefan Savage, Geoffrey M. Voelker -- Auditorium

17:30 - 18:00		People aren't always doing what they are saying. Perception versus Reality. Alain Glickman -- Auditorium

18:00 - 18:30		The Telecom Revolution: Where does KDD go from here? Alejandro Jaimes Larrarte -- Auditorium

18:30 - 19:00		Social network analysis for telco operators. Edouard Servan Schreiber -- Auditorium

Wednesday, 1 July 2009


10:30 - 10:55		Probabilistic Frequent Itemset Mining in Uncertain Databases Thomas Bernecker, Andreas Zuefle, Hans-Peter Kriegel, Matthias Renz, Florian Verhein -- Auditorium

10:55 - 11:20		Cartesian Contour: A Concise Representation for a Collection of Frequent Sets Ruoming Jin, Yang Xiang, Lin Liu -- Auditorium

11:20 - 11:45		CP-Summary: A Concise Representation for Browsing Frequent Itemsets Ardian Kristanto Poernomo, Vivekanand Gopalkrishnan -- Auditorium

11:45 - 12:00		Frequent Pattern Mining with Uncertain Data Charu C. Aggarwal, Yan Li, Jianyong Wang, Jing Wang -- Auditorium

12:00 - 12:15		Towards Efficient Mining of Proportional Fault-Tolerant Frequent Itemsets Ardian Kristanto Poernomo, Vivekanand Gopalkrishnan -- Auditorium

12:15 - 12:30		Correlated Itemset Mining in ROC Space: A Constraint Programming Approach Siegfried Nijssen, Tias Guns, Luc De Raedt -- Auditorium