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Volumn 13, Issue 5, 2005, Pages 717-720

A new convergence proof of fuzzy c-means

Author keywords

Convergence; Fuzzy c means (FCM); Fuzzy clustering; Majorization principle for steplength

Indexed keywords

ALGORITHMS; CONVERGENCE OF NUMERICAL METHODS; MATRIX ALGEBRA; OPTIMIZATION; THEOREM PROVING;

EID: 27644485640     PISSN: 10636706     EISSN: None     Source Type: Journal    
DOI: 10.1109/TFUZZ.2005.856560     Document Type: Review
Times cited : (82)

References (9)
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    • Höppner, F.1    Klawonn, F.2
  • 3
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    • Hathaway, R.1    Bezdek, J.C.2
  • 4
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    • "Local convergence analysis of a grouped variable version of coordinated descent"
    • J. C. Bezdek, R. J. Hathaway, R. E. Howard, C. A. Wilson, and M. P. Windham, "Local convergence analysis of a grouped variable version of coordinated descent," J. Class. Theory Appl., vol. 54, no. 3, pp. 471-477, 1987.
    • (1987) J. Class. Theory Appl. , vol.54 , Issue.3 , pp. 471-477
    • Bezdek, J.C.1    Hathaway, R.J.2    Howard, R.E.3    Wilson, C.A.4    Windham, M.P.5
  • 5
    • 0023592114 scopus 로고
    • "An improved convergence theory for the fuzzy ISODATA clustering algorithms"
    • J. Bezdek, Ed. Boca Rota, FL: CRC Press
    • R. Hathaway, J. C. Bezdek, and W. Tucker, "An improved convergence theory for the fuzzy ISODATA clustering algorithms," in Analysis of Fuzzy Information, J. Bezdek, Ed. Boca Rota, FL: CRC Press, 1987, vol. 3, pp. 123-132.
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    • Hathaway, R.1    Bezdek, J.C.2    Tucker, W.3
  • 7
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    • "Sequential competetive learning and the fuzzy c-means clustering algorithms"
    • N. R. Pal, J. C. Bezdek, and R. J. Hathaway, "Sequential competetive learning and the fuzzy c-means clustering algorithms," Neural Networks, vol. 9, no. 5, pp. 787-796, 1996.
    • (1996) Neural Networks , vol.9 , Issue.5 , pp. 787-796
    • Pal, N.R.1    Bezdek, J.C.2    Hathaway, R.J.3
  • 8
    • 0028543130 scopus 로고
    • "Optimality tests for the fuzzy c-means algorithm"
    • W. Wei and J. M. Mendel, "Optimality tests for the fuzzy c-means algorithm," Pattern Recogn., vol. 27, no. 11, pp. 1567-1573, 1994.
    • (1994) Pattern Recogn. , vol.27 , Issue.11 , pp. 1567-1573
    • Wei, W.1    Mendel, J.M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.