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Database Mining: Propositionalization for Knowledge Discovery in Relational Databases

Mark-André Krogel




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 | #11610000 in Books |  Krogel Mark Andr |  2008-05-08 | Original language:English | PDF # 1 |  8.66 x.46 x5.90l,.67 | File type: PDF | 204 pages

 | Database Mining Propositionalization for Knowledge Discovery in Relational Databases

||About the Author|Mark-André Krogel, Dr.-Ing, Dipl.-Inf., M.Sc.: studied Applied Computer Science (Otto-von-Guericke Universität Magdeburg) and Cognitive Science (The University of Edinburgh), won KDD Cup 2001 (San Francisco) with Propositionalization

Propositionalization is a process that leads from relational data and background knowledge to a single-table representation thereof, which serves as the input to widespread systems for knowledge discovery in databases. Systems for propositionalization thus support the analyst during the usually costly phase of data preparation for data mining. We present a framework that allows for a unified description of approaches to propositionalization. Within our framework, we syst...

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