A family of fuzzy and defuzzified c-means algorithms

Proceedings - International Conference on Computational Intelligence for Modelling, Control and Automation, CIMCA 2005 and International Conference on Intelligent Agents, Web Technologies and Internet

Volumn 2, Issue , 2005, Pages 170-175

  Miyamoto, Sadaaki ^a   Yasukochi, Takeshi ^a   Inokuchi, Ryo ^a  

^a UNIVERSITY OF TSUKUBA   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DATA REDUCTION; ENTROPY; MATHEMATICAL MODELS; REAL TIME SYSTEMS; REGRESSION ANALYSIS;

CLUSTERING ALGORITHMS; COVARIANCE; DEFUZZIFICATION; SEQUENTIAL ALGORITHMS;

FUZZY CONTROL;

EID: 33845266646     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. J.C. Bezdek, Pattern Recognition with Fuzzy Objective Function Algorithms, Plenum, New York, 1981.
2. R.O. Duda, P.E. Hart, Pattern Classification and Scene Analysis, Wiley, New York, 1973.
3. J.C. Dunn, A fuzzy relative of the ISODATA process and its use in detecting compact well-separated clusters, J. of Cybernetics, Vol.3, pp. 32-57, 1974.
4. I. Gath, A.B. Geva, Unsupervised optimal fuzzy clustering, IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol.11, No.7, pp. 773-781, 1989.
5. G.H. Golub, C.F. van Loan, Matrix Computations, 2nd ed., The Johns Hopkins Univ. Press, Baltimore, 1989.
6. E.E. Gustafson, W. C. Kessel, Fuzzy clustering with a fuzzy covariance matrix, IEEE CDC, San Diego, California, pp. 761-766, 1979.
7. R.J. Hathaway, J.C. Bezdek, Switching regression models and fuzzy clustering, IEEE Trans. on Fuzzy Systems, Vol.1, No.3, pp. 195-204, 1993.
8. F. Höppner, F. Klawonn, R. Kruse, T. Runkler, Fuzzy Cluster Analysis, Wiley, Chichester, 1999.
9. H. Ichihashi, K. Honda, N. Tani, Gaussian mixture PDF approximation and fuzzy c-means clustering with entropy regularization, Proc. of the 4th Asian Fuzzy System Symposium, May 31-June 3, 2000, Tsukuba, Japan, pp.217-221.
10. G. McLachlan, D. Peel, Finite Mixture Models, Wiley, New York, 2000.
11. S. Miyamoto, M. Mukaidono, Fuzzy c-means as a regularization and maximum entropy approach, Proc. of the 7th International Fuzzy Systems Association World Congress (IFSA'97), June 25-30, 1997, Prague, Czech, Vol.11, 1997, pp.86-92.
12. S. Miyamoto, Introduction to Cluster Analysis: Theory and Applications of Fuzzy Clustering, Morikita-Shuppan, Tokyo, 1999 (in Japanese).