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Research

by François Rioult last modified 2008-11-13 21:54

Research interests

  • Data mining and Knowledge Discovery in Databases
  • Missing values in databases
  • Algorithmical aspects of data mining - condensed representations
  • Bioinformatics (gene expression data analysis)
  • Machine learning, classification, clustering

Publications

Thesis title

Knowledge discovery in databases containing missing values or a very large number of attributes.

Classical data-mining methods (classification, clustering, associations) are ineffective on incomplete databases. But missing values are unavoidable in case of real data. This thesis work studies treatment methods for these particular values, especially with respect to condensed representations of patterns. Directed by Bruno Crémilleux and Etienne Grandjean.

Other activities

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