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Multi-objective genetic algorithm based approaches for mining optimized fuzzy association rules

✍ Scribed by Mehmet Kaya


Publisher
Springer
Year
2005
Tongue
English
Weight
147 KB
Volume
10
Category
Article
ISSN
1432-7643

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Fuzzy rule selection by multi-objective
✍ Hisao Ishibuchi; Takashi Yamamoto πŸ“‚ Article πŸ“… 2004 πŸ› Elsevier Science 🌐 English βš– 365 KB

This paper shows how a small number of simple fuzzy if-then rules can be selected for pattern classiΓΏcation problems with many continuous attributes. Our approach consists of two phases: candidate rule generation by rule evaluation measures in data mining and rule selection by multi-objective evolut