CCR/DIMACS Workshop/Tutorial on Mining Massive Data Sets and Streams: Mathematical Methods and Algorithms for Homeland Defense

Dates of Tutorial: June 17-19, 2002
Dates of Workshop: June 20-22, 2002
Location: Center for Communications Research (CCR), Princeton, NJ

Organizers:

Bob Grossman, chair, University of Illinois and Two Cultures Group, grossman@uic.edu

Paul Kantor, Rutgers University, kantorp@cs.rutgers.edu

Muthu Muthukrishnan, AT&T Labs - Research and Rutgers University, muthu@cs.rutgers.edu

Workshop Coordinator:

Dolores Koch, DJK@idaccr.org

Workshop Program:

Thursday, June 20, 2002

 8:30 - 9:25    Registration & Breakfast

 9:25 - 9:30	Welcome & Greeting
		Fred Roberts, Director of DIMACS

 9:30 - 10:30   Distributed Mining and Monitoring
		Johannes Gehrke, Cornell University

10:30 - 11:00   Break

11:00 - 12:00   Massive Multi-Digraphs
		James Abello, AT&T and DIMACS

12:00 - 2:00    Lunch

 2:00 - 3:00    Semantic Information Processing of Spoken
		Language in Dialog
		Allen Gorin, AT&T

 3:15 - 4:00    Learning Mixture of Markov Chains
		Sudipto Guha, University of Pennsylvania

 4:00 - 4:30    Break

 4:30 - 5:30    Content-Sensitive Fingerprinting and its Applications
		Rafail Ostrovsky, Telcordia Technologies


Friday, June 21, 2002

 8:30 - 9:30	Registration & Breakfast

 8:30 - 10:30   Graph Mining: Discovery in Large Networks
		Daryl Pregibon, AT&T

10:30 - 11:00   Break

11:00 - 12:00   Change Detection: A Tutorial Overview
                Vincent Poor, Princeton University

12:00 - 2:00	Lunch

 2:00 - 3:00    Protecting privacy in data-mining applications
		Rebecca Wright, DIMACS

 3:00 - 4:00    Algorithmic Techniques for Clustering in the Streaming Data Model
		Moses S. Charikar, Princeton University

 4:00 - 4:30    Break

 4:30 - 5:30    Algorithmic Embedding for Comparing Large Text Streams
 		Graham Cormode, University of Warwick


Saturday, June 22, 2002

 8:30 - 9:30	Registration & Breakfast

 9:30 - 10:30   TBD
		Diane Lambert, Bell Labs

10:30 - 11:00	Break

11:00 - 12:00   Merging of High Bandwidth Data Streams
		Marco Mazzucco, University of Illinois at Chicago

12:00 - 2:00 	Lunch

 2:00 - 3:00    A General Framework for Mining Very Large
		Databases and Data Streams
		Geoff Hulten, University of Washington

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