An improvement to the possibilistic fuzzy c-means clustering algorithm

2006 World Automation Congress, WAC'06

Volumn , Issue , 2007, Pages

  Ojeda Magana B ^a   Ruelas, R ^a   Corona Nakamura, M A ^a   Andina, D ^b  

^a UNIVERSITY OF GUADALAJARA   (Mexico)

^b UNIVERSIDAD POLITÉCNICA DE MADRID   (Spain)

Author keywords

c means clustering; Fuzzy clustering; Gustafson Kessel clustering; Possibilisri clustering

Indexed keywords

ALGORITHMS; CLUSTER ANALYSIS; COMPUTATIONAL GEOMETRY; DIFFERENTIATION (CALCULUS); PROBLEM SOLVING;

C-MEANS CLUSTERING; EUCLIDIAN DISTANCE; GUSTAFSON-KESSEL (GK) ALGORITHMS; POSSIBILISTIC FUZZY C-MEANS (PFCM);

FUZZY CLUSTERING;

EID: 36849090480     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WAC.2006.376056     Document Type: Conference Paper

References (7)

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2. J. C. Bezdek Pattern Recognition With Fuzzy Objective Function Algorithms. New York: Plenum, 1981.
3. R. Krishnapuram and J. Keller, "A possibilistic approach to clustering," International Conference on Fuzzy Systems, Vol.1, No. 2, 1993, pp. 98-110.
4. N. R. Pal, K. Pal and J. C. Bezdek, "A mixed c-means clustering model," IEEE International Conference on Fuzzy Systems, Spain, 1997, pp.11-21.
5. D. E. Gustafson and W. C. Kessel, "Fuzzy clustering with fuzzy covariance matrix," Proceedings of the IEEE CDC, San Diego, 1979, pp. 761-766.
6. R. Krishnapuram and J. Keller, "The possibilistic c-Means algorithm: Insights and recommendations," International Conference on Fuzzy Systems, Vol. 4, No. 3, 1996, pp. 385-393.
7. R. Babuška, P. J. van der Veen and U. Kaymak, "Improved covariance estimation for Gustafson-Kessel clustering," International Conference on Fuzzy Systems, Honolulu, Hawaii, 2002, pp. 1081-1085.