Talks Tagged: Data Mining Applications

Dates:

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

Tracks:

Demonstrations | Dissertation Award Talk | Industry Session | Panel | Plenary Keynote | Posters | S01: Clustering | S02: Recommender Systems | S03: Temporal & Streams Mining | S04: Industry: Web Mining | S05: Social Content | S06: Supervised Learning | S07: Anomaly & Streams | S08: Industry: Mining Web Logs | S09: Text Mining | S10: Graph Mining | S11: Search & Advertising | S12: Combined: Anomaly Detection | S13: Statistical & Consensus Methods | S14: Privacy & Semi-Supervised Methods | S15: Pattern Mining Applications | S16: Industry: Enterprise & Finance | S17: Social Networks | S18: Web & Behavior Mining | S19: Active Learning | S20: Industry: Data Mining Experiences | S21: Dynamic Social Networks | S22: Multi-Relational Mining | S23: Combined: Temporal Data | S24: Industry: Security & Privacy | S25: Frequent Patterns | S26: Web Mining | S27: Combined: Applications | S28: Industry: Information Extraction & Text Mining | Tutorial | W01 StReBio | W02 SensorKDD | W03 CSI-KDD | W04 VAKD | W05 ADKDD | W06 SNA-KDD | W07 HCOMP | W08 DMMT | W09 Case Studies | W10 KDD-Cup | W11 Uncertain Data

Monday, 29 June 2009


11:20 - 11:45		Regression-based Latent Factor Models Bee-Chung Chen, Deepak Agarwal -- Louis Armstrong & Ella Fitzgerald

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

14:55 - 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

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
		Mining Rich Session Context to Improve Web Search Guangyu Zhu, Gilad Mishne -- Le Jardin du Luxembourg A, B & C
		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		Large-Scale Graph Mining Using Backbone Refinement Classes Andreas Maunz, Christoph Helma, Stefan Kramer -- Louis Armstrong & Ella Fitzgerald
		On Burstiness-aware Search for Document Sequences Theodoros Lappas, Benjamin Arai (University of Caifornia, Riverside); Manolis Platakis, Dimitrios Kotsakos, Dimitrios Gunopulos -- Le Jardin du Luxembourg A, B & C

17:20 - 17:35		Audience Selection for On-line Brand Advertising: Privacy-friendly Social Network Targeting Foster Provost, Alan Murray, Brian Dalessandro, Rod Hook, Xiaohan Zhang -- Le Jardin du Luxembourg 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

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

14:25 - 14:50		Exploring Social Tagging Graph for Web Object Classification Zhijun Yin, Rui Li, Qiaozhu Mei, Jiawei Han -- Le Jardin du Luxembourg A, B & C

14:50 - 15:15		Large-Scale Behavioral Targeting Ye Chen, John F. Canny, Dmitry Pavlov -- Le Jardin du Luxembourg 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

17:05 - 17:20		Temporal mining for interactive workflow data analysis Michele Berlingerio, Fabio Pinelli, Mirco Nanni, Fosca Giannotti -- Le Jardin du Luxembourg A, B & C

Wednesday, 1 July 2009


11:20 - 11:45		Augmenting the Generalized Hough Transform to Enable the Mining of Petroglyphs Qiang Zhu, Xiaoyue Wang, Eamonn Keogh, Sang-Hee Lee -- La Seine 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