Data mining by attribute generalization with fuzzy hierarchies in fuzzy databases

In this paper we examine the soft computing issues involving data generalization on fuzzy information. The attribute induction process is formalized for these three cases: crisp hierarchy/fuzzy data; fuzzy hierarchy/crisp data; fuzzy hierarchy/fuzzy data. Each case is exemplified by applications of the algorithm to a prototype database.