Publication details

Hledání maximálních častých vzorů v logice prvního řádu

Title in English Finding maximal frequent patterns in first-order logic


Year of publication 2004
Type Article in Proceedings
Conference Sborník 3. ročníku konference Znalosti 2004
MU Faculty or unit

Faculty of Informatics

Field Informatics
Keywords data mining; maximal frequent patterns; inductive logic programming
Description Frequent patterns discovery is one of basic descriptive tasks in Knowledge Discovery in Databases. In this paper we introduce RAP, the first ILP system for finding maximal frequent patterns in first-order logic. We describe methods for searching and prunning the space of all patterns and present results obtained with RAP on propositional and multirelational data.
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