期刊名称:International Journal of Innovative Research in Computer and Communication Engineering
印刷版ISSN:2320-9798
电子版ISSN:2320-9801
出版年度:2014
卷号:2
期号:1
出版社:S&S Publications
摘要:In this paper, Fuzzy concept hierarchies are used for multi-level association rule mining fro m large datasets via Attribute-Oriented Induction approach [1]. In this the process o f fuzzy hierarchical inductio n approach is used and extends it with two new characteristics which improve applicability of the original approach in data mining. The proposed drilling-down approach of fuzzy induction model allows user to retrieve est imated explanations of the generated abstract concept. An application to disco very of multi-level association rules from environmental data stored in a Toxic Release Inventory is presented
关键词:Fuzzy Hierarchies; Propogation; Associatio n Rules