Publication details
Hledání maximálních častých vzorů v logice prvního řádu
| Title in English | Finding maximal frequent patterns in first-order logic |
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| Authors | |
| Year of publication | 2004 |
| Type | Article in Proceedings |
| Conference | Sborník 3. ročníku konference Znalosti 2004 |
| MU Faculty or unit | |
| Citation | |
| 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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