ICDM Invited Speakers

ICDM 2007

• Prof. Joseph M. Hellerstein, UC Berkeley, USA
• Prof. Ian Witten, University of Waikato, New Zealand
• Dr. Tamara Kolda, Sandia National Labs, USA

ICDM 2006

• Ian Foster, Computation Institute Argonne National Laboratory & University of Chicago, USA.
  Service-Oriented Science: Scaling eScience Impact
• Raghu Ramakrishnan, Yahoo! Research, USA.
  Exploratory Mining in Cube Space
• Weixiong Zhang, Washington University in St. Louis, USA.
  Data Mining Methods for Modeling Gene Expression Regulation and Their Applications

ICDM 2005

• John F. Elder IV, Elder Research, Inc., USA
  "Top 10 Data Mining Mistakes"
• Raj Reddy, Carnegie Mellon University, USA
  "The Million Book Digital Library Project: Research Problems in Data Mining And Discovery"
• Sunita Sarawagi, IIT Bombay, India
  "Graphical models for structure extraction and information integration"
• Arie Shoshani, Lawrence Berkeley National Laboratory, USA
  "Efficient Indexing Technology for Data Mining of Scientific Data"

ICDM 2004

• Wray Buntine, Helsinki Institute of Information Technology, Finland
  Open-source Search Engines: A Data Mining Platform
• David Hand, Imperial College, UK
  Deception, Distortion, and Discovery: Data Quality in Data Mining
• Thorsten Joachims, Cornell University, USA
  Learning to Predict Complex Objects
• Ming Li, University of Waterloo, Canada
  Faster and More Sensitive Homology Search

ICDM 2003

• Thomas G. Dietterich, Oregon State University, USA:
  Sequential Supervised Learning: General Methods for Sequence Labeling and Segmentation
  [Slides in PDF]
• Usama M. Fayyad, DMX Group, LLC, USA:
  Grand Challenges on the Road to Practical Data Mining Systems
• Heikki Mannila, University of Helsinki, Finland:
  Global Structure from Sequences
  [Slides in PS]
• Gene W. Myers, University of California, Berkeley, USA:
  Pattern Discovery for Genomics
  [Slides in PPT]
• Philip S. Yu, IBM T.J. Watson Research Center, USA:
  Real-Time Monitoring and Surveillance using Data Stream Mining

ICDM 2002

• Jiawei Han (University of Illinois at Urbana-Champaign, USA)
• Satoru Miyano (University of Tokyo, Japan)
• Hiroshi Motoda (Osaka University, Japan)
• Stephen Muggleton (Imperial College, UK)
• Steve Smale (University of California at Berkeley, USA)
• Jeffrey D. Ullman (Stanford University, USA)

ICDM 2001

• Jerome H. Friedman, Stanford University, USA:
  Predictive Data Mining with Multiple Additive Regression Trees
• Jim Gray (The 1999 Turing Award Winner), Microsoft Research, USA:
  The World Wide Telescope: Mining the Sky
• Pat Langley, Institute for the Study of Learning and Expertise, USA
  Knowledge and Data in Computational Scientific Discovery
• Benjamin W. Wah (2001 President, IEEE Computer Society), University of Illinois, Urbana-Champaign, USA:
  Intelligent Mining for Time Series Predictions