The 5th International Symposium
on Intelligent Data Analysis

Berlin, Germany
August 28-30, 2003

 
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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 - webmaster@ida2003.org