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Breakfast, Registration |
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Welcome remarks – Organizers |
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Welcome remarks – Michael Pazzani, (NSF, University of California Irvine) Next Generation Data Mining: Thinking out of the
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Counter Terrorism and Data Mining |
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Kenneth D. Mandl ( Infrastructure and Methods to Support Real Time Biosurveillance |
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Steve Kornguth ( A New Paradigm for Management of Biological and Chemical Threats |
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John R. James (US Allocation of Data Mining Resources: A System Partitioning and Hybrid Control Framework |
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Paul Dokas,
Levent Ertoz, Vipin Kumar, Aleksandar Lazarevic, Jaideep Srivastava, Pang-Nig Tan
( Data Mining for Network Intrusion Detection |
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Coffee Break |
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Daniel Barbara, James Nolan, David Schum, Arun Sood (Geroge Mason) Marshalling Evidence Through Data Mining |
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Ted Senator (DARPA) Data Mining for Connecting the Dots |
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Raymond J. Mooney, Prem Melville, Lappoon Rupert Tang, Jude
Shavlik, Ines de Castro Dutra, David Page, Vitor Santos Costa (UT Relational Data Mining with Inductive Logic Programming for Link Discovery |
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Lunch (on your own) |
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Panel: Gary Strong (NSF), Kevin Hurst (Whitehouse), Claudia Pearce (NSA), Bhavani Thuraisingham (NSF) Topic: Counter-Terrorism and Data Mining: Challenges, Resources, and Directions |
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Coffee Break |
Web, Semantics, and Data Mining
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Daniel Billsus,
Craig Evans, Raymond Klefstad, Michael J. Pazzani (NSF, Adaptive Personalization for Mobile Content Delivery |
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Jaideep Srivastava,
Prasanna Desikan, Vipin Kumar ( Web Mining – Accomplishments & Future Directions |
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Anupam Joshi, Jeffrey Undercoffer (UMBC) On Web, Semantics, and Data Mining: Intrusion Detection as a Case Study |
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James Z. Wang, Jia Li ( Mining Digital Imagery Data for Automatic Linguistic Indexing of Pictures |
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Gerd Stumme, Andreas Hotho ( Using Mining for and on the Semantic Web |
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Dinner (on your own) |
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Breakfast, Registration |
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Announcements, remarks |
Web, Semantics, and Data Mining |
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Lee Giles ( Future Directions in Internet Data Mining |
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Panel: Tim Finin (UMBC), Louiqa Raschid (UMD), Padmini Srinivasan
(NLM/University of Topic: Next Generation Web and Text Mining: Emerging Developments |
Pervasive, Distributed, and Stream Data Mining |
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Christos Faloutsos
( Sensor Data Mining |
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Jiawei Han ( Mining Unusual Patterns by Multi-Dimensional Analysis of Data Streams |
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Coffee Break |
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Joydeep Ghosh, Alexander Strehl, Srujana Merugu ( A Consensus Framework for Integrating Distributed Clusterings Under Limited Knowledge Sharing |
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Hillol Kargupta (UMBC) Distributed Data Mining for Pervasive and Privacy Sensitive Applications |
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Robert L. Grossman,
Yunhong Gu, Dave Hanley, Xinwei Hong, Jorge Levera, Marco Mazzucco ( Photonic Data Services: Integrating Path, Network and Data Services to Support Next Generation Data Mining Applications |
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Working buffet
lunch + Posters
+ Demos |
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Chris Clifton, Murat Kantarcioglu, Jaideep Vaidya ( Defining Privacy for Data Mining |
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Herve Bronnimann, Bin Chen, Manoranjan Dash, Peter Haas, Yi Qiao, Peter Scheuermann (Northwestern University) Efficient Data-Reduction Methods for On-Line Association Rule Discovery |
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Coffee Break |
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Alan Demers,
Johannes Gehrke, Mirek Riedewald ( Research Issues in Distributed Mining and Monitoring |
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Steve Tanner, Sara Graves, R.
Ramachandran, M. Alshayeb, E. Criswell, A. McDowell, M. McEniry, K.
Regner ( On-Board Mining in the Sensor
Web |
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Milind R. Naphade, Chung-Sheng Li ( Discovering Recurrent Events in Multichannel Data Streams Using Unsupervised Methods |
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Panel: Jiawei Han (UIUC), Maria Zemankova (NSF), Hillol Kargupta Topic:Pervasive, Distributed, and Data Stream Mining: Emerging Developments and Challenges. |
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Banquet dinner: Baltimore National Aquarium. Speaker: Dr. N. Radhakrishnan, Director, Computational and Information Sciences Directorate, Army Research Laboratory. Titile: Information Assurance and Data Mining |
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Breakfast, Registration |
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Announcements, remarks |
Scientific Data
Mining |
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Alex Szalay ( Analyzing Large Scale Data Sets in Astronomy |
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Mohammed Zaki (Renseller Polytechnique Institute) Directions in Protein Contact Map Mining |
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Michihiro Kuramochi, Mukund
Deshpande, George Karypis ( Mining Scientific Data Sets using Graphs |
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R. Machiraju, S. Parthasarathy,
J Wilkins, D. Thompson, B. Gatlin, D. Richie, T. Choy, M. Jiang, S. Mehta,
M. Coatney, S. Barr ( Mining of Complex Evolutionary Phenomena |
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Nabil Adam ( Environmental Data Warehousing and Mining: Some
Challenges |
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Coffee Break |
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Panel: Zoran Obradovic ( Topic: Scientific Data Mining: Emerging Developments and Challenges. |
12:15—12:30pm |
Closing remarks |