首页    期刊浏览 2024年11月28日 星期四
登录注册

文章基本信息

  • 标题:Discovering Multi-Level Association Rules using Fuzzy Hierarchies
  • 本地全文:下载
  • 作者:Usha Rani ; R. Vijaya Prakash ; A. Govardhan
  • 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
国家哲学社会科学文献中心版权所有