Knowledge Discovery in Databases

  • ICML96 WS on ILP for KDD
  • Mlnet discussion(or silence) on KDD
  • Tutorial (Usama Fayyad IJCAI95)
  • Intelligent Data Analysis Journal
  • InfoSources

  • Research activities

  • Object-oriented database schema design
  • WiMiE: Data mining of first order logic formulas
  • Data mining in geographical database (together with L.R.I. Universite Paris-Sud)
  • Knowledge Discovery for WWW
  • Extensions of SQL for KDD purposes

  • Information sources

  • KDD'96 Conference
  • Knowledge Discovery Resources
  • The KESO project
  • ACM-SIGMOD'96 Data Mining
  • Learning in Context-Sensitive Domains ICML'96 Ws Working Notes
  • 1st Eu. Symp. on Principles of Data Mining and Knowledge Discovery June 24-27, Trondheim, Norway, 1997

  • Papers

  • of ours

    Knowledge Discovery in Databases. In: Proc. of DATASEM'95 Brno 1995
    abstract, postscript(in Czech)

    Object-oriented data modelling and rules: ILP meets databases ECML'95 Workshop on Knowledge Level Modelling, Heraklion, Crete
    abstract

  • DBLearn/DBMine

    KDD: An Attribute-Oriented Approach
    Concept-Based Data Classification in RDB
    Discovery of General Knowledge in Large Spatial Databases
    Intelligent Query Answering by Knowledge Discovery Techniques
    Dynamic Generation and Refinement of Concept Hierarchies for KDD

  • CWI Amsterdam

    Abstracts
    Data Mining: The Search for Knowledge in Databases
    and comments of Jiawei Han
    A perspective on databases and data mining
    On the symbiosis of a data mining environment and a DBMS

  • University of Helsinky

    Improved Methods for Finding Association Rules
    •