We discuss various relationships of fuzzy sets and rough sets with knowledge discovery in databases (KDD). We describe the main advances of rough set and fuzzy set methods in solving KDD problems, point out research directions in fuzzy sets and rough sets stimulated by KDD, as well as characterize potential impact of these methodologies on KDD.
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