A note on quality measures for fuzzy association rules

作者: Didier Dubois , Eyke Hüllermeier , Henri Prade

DOI: 10.1007/3-540-44967-1_41

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摘要: Several approaches generalizing association rules to fuzzy have been proposed so far. While the formal specification of associations is more or less straightforward, evaluation such by means appropriate quality measures assumes an understanding semantic meaning a rule. In this respect, most existing proposals can be considered ad-hoc some extent. paper, we suggest theoretical basis classification data stored in database into positive, negative, and irrelevant examples

参考文章(17)
Eyke Hüllermeier, Jürgen Beringer, Mining implication-based fuzzy association rules in databases Intelligent Systems for Information Processing#R##N#From Representation to Applications. pp. 327- 337 ,(2003) , 10.1016/B978-044451379-3/50027-3
Ramakrishnan Srikant, Rakesh Agrawal, Fast algorithms for mining association rules very large data bases. pp. 580- 592 ,(1998)
B. Schweizer, A. Sklar, Probabilistic metric spaces ,(1983)
Ramakrishnan Srikant, Rakesh Agrawal, Fast Algorithms for Mining Association Rules in Large Databases very large data bases. pp. 487- 499 ,(1994)
Miguel Delgado, Daniel Sánchez, Maria-Amparo Vila, Acquisition of Fuzzy Association Rules from Medical Data Fuzzy Logic in Medicine. pp. 286- 310 ,(2002) , 10.1007/978-3-7908-1804-8_12
P. Bosc, O. Pivert, On some fuzzy extensions of association rules joint ifsa world congress and nafips international conference. ,vol. 2, pp. 1104- 1109 ,(2001) , 10.1109/NAFIPS.2001.944759
Guoqing Chen, Qiang Wei, Etienne E. Kerre, Fuzzy Data Mining: Discovery of Fuzzy Generalized Association Rules+ Recent Issues on fuzzy databases. ,vol. 53, pp. 45- 66 ,(2000) , 10.1007/978-3-7908-1845-1_3
Shamkant B. Navathe, Edward Omiecinski, Ashoka Savasere, An Efficient Algorithm for Mining Association Rules in Large Databases very large data bases. pp. 432- 444 ,(1995)
Claudi Alsina, On a family of connectives for fuzzy sets Fuzzy Sets and Systems. ,vol. 16, pp. 231- 235 ,(1985) , 10.1016/0165-0114(85)90026-0