Distributed Data Mining

Research Groups

• Mining and Managing Massive and Distributed Data - M3D2
• Kargupta's Group at UMBC
• The Data Mining Research Group of Dr. Yike Guo at Imperial College
• Astronomical Data Center - ADC's Data Mining Resources for Space Science
• Distributed Data Systems and Services for Astronomy and the Space Sciences Space Telescope Science Institute, R. J. Hanisch
• UCLA Data Mining Laboratory Dr. Richard Muntz, Dr. Stott Parker, Dr. Carlo Zaniolo

Reference

• Data Mining Research: Opportunities and Challenges A Report of three NSF Workshops on Mining Large, Massive, and Distributed Data, January 1999
• Collective Data Mining: A New Perspective Toward Distributed Data Mining
• Mobile agents in information retrieval
  Brian Brewington and Robert Gray and Katsuhiro Moizumi and David Kotz and George Cybenko and Daniela Rus.
• Mobile Agents for Distributed Information Retrieval. In Matthias Klusch, editor, Intelligent Information Agents, chapter 15, Springer-Verlag, 1999.
• Distributed Information Search and Retrieval for Astronomical Resource Discovery and Data Mining
• XML in the ADS G. Eichhorn, A. Accomazzi, M. Demleitner, C. S. Grant, M. J. Kurtz, S. S. Murray Harvard Smithsonian Center for Astrophysics, Cambridge, MA 02138
• Data Mining over Distributed Databases and Its Application to Fraud and Intrusion Detection in Financial Information Systems, Salvatore J. Stolfo, Columbia University
• Data Mining and Knowledge Discovery in Databases, J. Han
• Data Mining: Challenges and Opportunities for Data Mining During the Next Decade, R. L. Grossman

Journal and Books

• Data Mining and Knowledge Discovery (An International Journal), Editors-in-Chief: Usama Fayyad, digiMine, Inc, Kirkland, WA, USA, Heikki Mannila, University of Helsinki, Helsinki, Finland, Raghu Ramakrishnan, University of Wisconsin - Madison, USA
• Advances in distributed and parallel knowledge discovery, edited by Hillol Kargupta and Philip Chan.

Conferences

• PDDM, 2001 4th International Workshop on Parallel and Distributed Data Mining April 27, 2001 San Francisco, CA, USA. WORKSHOP CO-CHAIRS: Mohammed J. Zaki, Rensselaer Polytechnic Institute (zaki@cs.rpi.edu), Vipin Kumar, University of Minnesota (kumar@cs.umn.edu) David Skillicorn, Queens University, Canada (skill@cs.queensu.ca)
• Distributed Data Mining Workshop at KDD-98
• International Parallel and Distributed Processing Symposium (IPDPS) Sept. 21, 2001, Florida
• KDNuggest's list