DBC: a condensed representation of frequent patterns for efficient mining

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DBC: a condensed representation of frequent patterns for efficient mining

Given a large set of data, a common data mining problem is to extract the frequent patterns occurring in this set. The idea presented in this paper is to extract a condensed representation of the frequent patterns called disjunction-bordered condensation (DBC), instead of extracting the whole frequent pattern collection. We show that this condensed representation can be used to regenerate all f...

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ژورنال

عنوان ژورنال: Information Systems

سال: 2003

ISSN: 0306-4379

DOI: 10.1016/s0306-4379(03)00002-4