Fuzzy association rules: general model and applications 论文
2003IEEE Transactions on Fuzzy Systems引用 322
Data Mining Algorithms and ApplicationsRough Sets and Fuzzy LogicData Management and Algorithms
详细信息
- 发表期刊/会议
- IEEE Transactions on Fuzzy Systems
- 发表日期
- 2003-04-01
- 发表年份
- 2003
关键词
Data Mining Algorithms and ApplicationsRough Sets and Fuzzy LogicData Management and Algorithms
摘要
The theory of fuzzy sets has been recognized as a suitable tool to model several kinds of patterns that can hold in data. In this paper, we are concerned with the development of a general model to discover association rules among items in a (crisp) set of fuzzy transactions. This general model can be particularized in several ways; each particular instance corresponds to a certain kind of pattern and/or repository of data. We describe some applications of this scheme, paying special attention to the discovery of fuzzy association rules in relational databases.