By Jafar Adibi, Wei-Min Shen (auth.), Luc De Raedt, Arno Siebes (eds.)

This publication constitutes the refereed complaints of the fifth ecu convention on rules of knowledge Mining and data Discovery, PKDD 2001, held in Freiburg, Germany, in September 2001.
The forty revised complete papers awarded including 4 invited contributions have been rigorously reviewed and chosen from as regards to a hundred submissions. one of the themes addressed are hidden Markov versions, textual content summarization, supervised studying, unsupervised studying, demographic info research, phenotype info mining, spatio-temporal clustering, Web-usage research, organization principles, clustering algorithms, time sequence research, rule discovery, textual content categorization, self-organizing maps, filtering, reinforcemant studying, help vector machines, visible facts mining, and computer learning.

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