Mining Bases for Association Rules Using Closed Sets

Using the frequent closed itemset groundwork, this work proposes to generate bases for association rules, that are non-redundant generating sets for all association rules.

Abstract

We address the problem of the usefulness and the relevance of the set of discovered association rules. Using the frequent closed itemset groundwork, we propose to generate bases for association rules, that are non-redundant generating sets for all association rules.