Hierarchical fuzzy partition for pattern classification with fuzzy if-then rules

Pattern Recognition Letters

Volumn 21, Issue 6-7, 2000, Pages 503-509

  Kbir, M Ait ^a   Benkirane, H ^a   Maalmi, K ^a   Benslimane, R ^a  

^a SIDI MOHAMED BEN ABDELLAH UNIVERSITY   (Morocco)

Author keywords

Fuzzy classification problems; Fuzzy if then rules; Hierarchical fuzzy partition

Indexed keywords

COMPUTER SIMULATION; FUZZY SETS; TREES (MATHEMATICS);

HIERARCHICAL FUZZY PARTITION;

PATTERN RECOGNITION;

EID: 0033728494     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0167-8655(00)00015-5     Document Type: Article

References (13)

1. Delgado, M., 1995. Generating fuzzy rules using clustering-based approaches. EUFIT'95, 810-814.
2. Fisher R.A. The use of multiple measurements in taxonomic problems. Ann. Eugenics. 7:1936;179-188.
3. Grabisch, M., Dispot, F., 1992. A comparison of some methods of fuzzy classification on real data. In: Proc. Second Int. Conf., Fuzzy Logic Neural Networks. Izuka, Japan, pp. 659-662.
4. Ishibuchi H., Nozaki K., Tanaka H. Distributed representation of fuzzy rules and its application to pattern classification. Fuzzy Sets and Syst. 52:1992;21-32.
5. Ishibuchi H., Nozaki K., Tanaka H. Efficient fuzzy partition of pattern space for classification problems. Fuzzy Sets and Syst. 59:1993;295-304.
6. Ishibuchi H., Nozaki K., Yamamoto N., Tanaka H. Selecting fuzzy if-then rules for classification problems using genetic algorithms. IEEE Trans. Fuzzy Syst. 3(3):1995;260-270.
7. Lee C.C. Fuzzy logic in control systems: Fuzzy logic controller - Part I and II. IEEE Trans Syst. Man Cybern. SMC-20(2):1990;404-435.
8. Nozaki K., Ishibuchi H., Tanaka H. Adaptive fuzzy rule-based classification systems. IEEE Trans. Fuzzy Syst. 4(3):1996;238-250.
9. Pedrycz W. Fuzzy sets in pattern recognition: Methodology and methods. Pattern Recognition. 23:1990;121-146.
10. Sugeno M. An introductory survey of fuzzy control. Inf. Sci. 36:1985;59-83.
11. Sugeno S., Yasukawa T. A fuzzy-logic-based approach to qualitative modeling. IEEE. Trans. Syst. Fuzzy Syst. 1:1993;7-31.
12. Takagi T., Sugeno M. Fuzzy identification of systems and its applications to modeling and control. IEEE. Trans. Syst. Man Cybern. 15(1):1985;116-132.
13. Wang L.X., Mendel J.M. Generating fuzzy rules by learning from examples. IEEE. Trans. Syst. Man Cybern. 22(6):1992;1414-1427.