Entropy-based fuzzy clustering and fuzzy modeling

Fuzzy Sets and Systems

Volumn 113, Issue 3, 2000, Pages 381-388

  Yao, J ^a   Dash, M ^a   Tan, S T ^a   Liu, H ^a  

^a NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

Author keywords

Cluster analysis; Entropy; Fuzzy sets

Indexed keywords

EID: 0008582861     PISSN: 01650114     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0165-0114(98)00038-4     Document Type: Article

References (14)

1. J.C. Bezdek, Cluster validity with fuzzy sets, J. Cybernet. (1974) 58-71.
2. G.E.P. Box, G.M. Jenkins, Times Series Analysis, Forecasting and Control, Holden-Day, San Francisco, 1970.
3. T.W. Cheng, D.B. Goldgof, L.O. Hall, Fast clustering with application to fuzzy rule generation, FUZZY-IEEE/IFES (1995) 2289-2295.
4. S.L. Chiu, Fuzzy model identification based on cluster estimation, J. Intell. Fuzzy Systems 2 (1994) 267-278.
5. H. Choe, J.B. Jordan, On the optimal choice of parameters in a fuzzy c-means algorithm, FUZZY-IEEE (1992) 349-354.
6. J.D. Fast, Entropy: the significance of the concept of entropy and its applications in science and technology, in: The Statistical Significance of the Entropy Concept, Philips Technical Library, Eindhoven, 1962.
7. D.H. Fisher, Knowledge acquisition via incremental conceptual clustering, Machine Learning (1987) 139-172.
8. K. Kamei, D.M. Auslander, K. Inoue, A fuzzy clustering method for multidimensional parameter selection in system with uncertain parameters, FUZZY-IEEE (1992) 355-362.
9. G.J. Klir, T.A. Folger, Fuzzy Sets, Uncertainty and Information, in: Uncertainty and Information, Prentice-Hall International Editions, 1988.
10. G.J. Klir, B. Yuan, Fuzzy Sets and Fuzzy Logic: Theory and Applications, in: Pattern Recognition, Prentice-Hall, Englewood Cliffs, NJ, 1995.
11. S. Medasani, J. Kim, R. Krishnapuram, Estimation of membership functions for pattern recognition and computer vision, in: Fuzzy Logic and its applications to engineering, Information Sciences and Intelligent System, Kluwer Academic Publishers, Dordrecht, 1995, pp. 45-54.
12. M. Sugeno, G.T. Kang, Structure identification of fuzzy model, Fuzzy Sets and Systems 28 (1988) 15-33.
13. R.R. Yager, D.P. Filev, Generation of fuzzy rules by mountain clustering, J. Intell. Fuzzy Systems 2 (1994) 209-219.
14. B. Yuan, G.J. Klir, J.F. Swan-Stone, Evolutionary fuzzy c-means clustering algorithm, FUZZY-IEEE (1995) 2221-2226.