CFPFrom: Mohammed Zaki Date: Fri, 6 Jul 2001 15:51:10 -0400 Subject: 2nd SIAM International Conference on Data Mining, deadline Sep 24, 2001 Second SIAM International Conference on Data Mining Hyatt Regency, Crystal City Arlington, Virginia, USA April 11-13, 2002 http://www.siam.org/meetings/sdm02/ ---------------------------------------------------------------- Advances in information technology and data collection methods have led to the availability of large data sets in commercial enterprises and in a wide variety of scientific and engineering disciplines. We have an unprecedented opportunity to analyze this data and extract intelligent and useful information. The field of data mining draws upon extensive work in areas such as statistics, machine learning, pattern recognition, databases, and high performance computing to discover interesting and previously unknown information in datasets. This conference will provide a forum for the presentation of new research ideas and recent results in data mining, including applications, algorithms, software, and systems. There will be peer reviewed, contributed papers as well as invited talks and tutorials. Proceedings of the conference will be available both online at the SIAM Web site and in hard copy form. In addition, several workshops on topics of current interest will be held on the final day of the conference. TOPICS OF INTEREST: ------------------- Methods and Paradigms - Query/Constraint-based Data Mining - Probabilistic/Statistical Methods - Mining Spatial and Temporal Data - Trend and Periodicity Analysis - Parallel/Distributed/Agent Techniques - Integration: Mining, Warehousing and OLAP - Fraud Detection/Activity Monitoring - Data Reduction/Pre-processing - Post-processing (Summarizing and Interestingness) - Collaborative Filtering/Personalization Applications - Data from Scientific Disciplines - Web Data - Network Data - Financial and E-commerce Data - Medical/Health Industry - Bioinformatics - Text, Document, and Multimedia Data - Enterprise Databases - Case Studies - Novel Applications - Benchmarks Human Factors and Social Issues - Visual Data Mining - Languages/User Interface for Data Mining - Security - Privacy - Risk Analysis - Intellectual Ownership STEERING COMMITTEE: ------------------- V. Kumar, Chair, AHPCRC, University of Minnesota S. Ashby, Lawrence Livermore National Laboratory U. Dayal, Hewlett-Packard Laboratories U. Fayyad, Digimine R. Grossman, Magnify, Inc. & University of Illinios at Chicago J. Han, Simon Fraser University D. Hand, Imperial College, UK H. Mannila, Nokia Research, Finland T. Mitchell, Carnegie Mellon University N. Radhakrishnan, Army Research Laboratory J. Ullman, Stanford University WORKSHOPS & TUTORIALS: ---------------------- Workshops and tutorials on several special topics will be held during the conference. Please submit a proposal to the Workshop or Tutorial Chair by September 1, 2001. IMPORTANT DATES: ---------------- Workshop and Tutorial Proposals: September 1st, 2001 Paper Due Date: September 24th, 2001 Author Notification: December 3rd, 2001 Camera-ready Version Due Date: January 2nd, 2002 See submission guidelines and all the details at the conference website. ------------------------------------------------------------------- Conference Co-sponsored by Army High Performance Computing Research Center and Laboratory for Advanced Computing at the University of Illinois at Chicago |
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