Talks Tagged: Temporal Data

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


10:30 - 10:55		Collaborative Filtering with Temporal Dynamics Yehuda Koren -- Louis Armstrong & Ella Fitzgerald
		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

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

15:15 - 15:30		Characterizing Individual Communication Patterns R. Dean Malmgren, Jake M. Hofman, Luis A. N. Amaral, Duncan J. Watts -- Louis Armstrong & Ella Fitzgerald

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

16:25 - 16:50		Constant-Factor Approximation Algorithms for Identifying Dynamic Communities Chayant Tantipathananandh, Tanya Berger-Wolf -- Louis Armstrong & Ella Fitzgerald

16:50 - 17:05		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

Tuesday, 30 June 2009


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

16:50 - 17:05		Detection of Unique Temporal Segments by Information Theoretic Meta-clustering Shin Ando, Einoshin Suzuki -- Le Jardin du Luxembourg 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


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