DIMACS Workshop on Data Quality, Data Cleaning and Treatment of Noisy Data
November 3 - 4, 2003
DIMACS Center, CoRE Building, Rutgers University, Piscataway, NJ
- Organizers:
- Parni Dasu, AT&T Labs, tamr@research.att.com
Presented under the auspices of the
Special Focus on Data Analysis and Mining.
Workshop Program:
Monday, November 3, 2003
9:00 - 9:40 Breakfast and Registration
9:40 - 9:50 Welcome and Opening Remarks
Brenda Latka, DIMACS Associate Director
9:50 - 10:00 Opening Remarks
Tamraparni Dasu, AT&T Labs - Research
10:00 - 10:50 Managing Inconsistency in Data Exchange and Integration
Rene Miller, University of Toronto
10:50 - 11:40 Data Quality in Trading Surveiilancs
Grace Zhang, Morgan Stanley
11:40 - 12:30 Bellman - A Data Quality Browser
Ted Johnson, AT&T Labs
12:30 - 2:00 Lunch
2:00 - 3:00 The Data Cleaning Problem --
Some Key Issues and Practical Approaches
Ron Pearson, Daniel Baugh Institute for Functional Genomics and
Computational Biology, Thomas Jefferson University
3:00 - 3:50 Pre-processing of Microarray Data
Dhammikai Amaratunga, Javier Cabrera, Nandini Raghavan
Johnson & Johnson, Rutgers, Johnson & Johnson
3:50 - 4:00 Break
4:00 - 4:50 Checks and Balances: Monitoring Data Quality Problems in Network
Traffic Databases
S. Muthukrishnan, Rutgers University
4:50 - 5:30 Maximum Patterns and Outliers in the Logical Analysis of
Data (LAD)
T. Bonates, P. Hammer, A. Kogan, and I. Lozina
RUTCOR, Rutgers University
5:30 Banquet Dinner
Tuesday, November 4, 2003
9:30 - 9:50 Breakfast and Registration
9:50 - 10:00 Opening Remarks
10:00 - 11:00 Data Mining: A Powerful Tool for Data Cleaning
Jiawei Han, University of Illinois at Urbana-Champaign
11:00 - 12:00 A $220 Million Success Story
Jon Hill, British Telecommunications
12:00 - 1:00 Life Cycle Datamining
Gregg Vesonder, Jon Wright and Parni Dasu, AT&T Labs - Research
1:00 - 2:30 Lunch
2:30 - 3:20 Managing Data Streams
Andrew Hume, AT&T Labs
3:20 - 4:10 Web page cleaning for web data mining
Bing Liu, University of Illinois at Chicago
4:10 - 4:20 Break
4:20 - 5:10 Relational Nonlinear FIR Filters
R.K. Pearson and M. Gabbouj
Daniel Baugh Institute for Functional Genomics and
Computational Biology, Thomas Jefferson University
and Tampere University of Technology
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Document last modified on October 28, 2003.