A Note on Relationship Between Dominance-based Rough Set Approach and Interrelationship Mining

Abstract

Rough-set-based interrelationship mining, proposed by the authors, aims at extracting characteristics based on comparing attribute values of different attributes at the same object. To compare the values of different condition attributes, it is implicitly assumed that each condition attribute is at least the order scale. Dominance-based Rough Set Approach (DRSA) is one of the most popular method to treat dataset with order scale attributes. In this paper, we consider relationship between DRSA and rough-set-based interrelationship mining.