The 5th International Symposium
on Intelligent Data Analysis

Berlin, Germany
August 28-30, 2003

Topics of Interest
Important Dates
Conference Organization
Program Committee
Paper Submission
Preliminary Program
Keynote Talks
Poster Instructions
Student Grants
Conference Venue
Conference Location
Hotel Information

Topics of Interest

Contributed papers are invited on any relevant topic, including, but not restricted to

Applications & Tools:

  • analysis of different kinds of data (e.g., censored, temporal etc.)
  • applications (e.g., commerce, engineering, finance, legal,
  • manufacturing, medicine, public policy, science)
  • assistants, intelligent agents for data analysis evaluation of IDA systems
  • human-computer interaction in IDA
  • IDA systems and tools
  • information extraction, information retrieval

Theory & General Principles:

  • analysis of IDA algorithms
  • classification, projection, regression, optimization clustering
  • data cleaning
  • data pre-processing
  • experiment design
  • model specification, selection, estimation
  • reasoning under uncertainty
  • search
  • statistical strategy
  • uncertainty and noise in data

Algorithms & Techniques:

  • Bayesian inference and influence diagrams
  • bootstrap and randomization
  • causal modeling
  • data mining
  • decision analysis
  • exploratory data analysis
  • automated data analysis
  • fuzzy, neural and evolutionary approaches
  • knowledge-based analysis
  • machine learning
  • statistical pattern recognition
  • visualization

Last updated: Mon Aug 18 15:25:04 CEST 2003 -