메뉴 건너뛰기




Volumn 35, Issue 8-9, 2004, Pages 567-575

A new approach for measuring the validity of the fuzzy c-means algorithm

Author keywords

Cluster validity; Compactness; Fuzzy c partitions; Fuzzy clustering; Fuzzy separation

Indexed keywords

ALGORITHMS; COMPUTATIONAL COMPLEXITY; DATA ACQUISITION; INDEXING (OF INFORMATION); PARAMETER ESTIMATION; PRODUCT DESIGN; SET THEORY;

EID: 4043135062     PISSN: 09659978     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.advengsoft.2004.05.001     Document Type: Article
Times cited : (50)

References (23)
  • 1
    • 0002197262 scopus 로고
    • Distributed representation of fuzzy rules and its use to pattern classification
    • Ishibuchi H., Nozaki K., Tanaka H. Distributed representation of fuzzy rules and its use to pattern classification. Fuzzy Sets Syst. 52:1992;21-32.
    • (1992) Fuzzy Sets Syst , vol.52 , pp. 21-32
    • Ishibuchi, H.1    Nozaki, K.2    Tanaka, H.3
  • 2
    • 0033728494 scopus 로고    scopus 로고
    • Hierarchical fuzzy partition for pattern classification with fuzzy if-then rules
    • Kbir M.A., Benkirame H., Maalmi K., Bensilame R. Hierarchical fuzzy partition for pattern classification with fuzzy if-then rules. Pattern Recogn Lett. 21:2000;503-509.
    • (2000) Pattern Recogn Lett , vol.21 , pp. 503-509
    • Kbir, M.A.1    Benkirame, H.2    Maalmi, K.3    Bensilame, R.4
  • 3
    • 0019438013 scopus 로고
    • A clustering performance measure based on fuzzy set decomposition
    • Backer E., Jain A.K. A clustering performance measure based on fuzzy set decomposition. IEEE Trans PAMI. 3:1981;66-95.
    • (1981) IEEE Trans PAMI , vol.3 , pp. 66-95
    • Backer, E.1    Jain, A.K.2
  • 4
    • 0020152832 scopus 로고
    • Cluster validity for the fuzzy c-means clustering algorithm
    • Windham M.P. Cluster validity for the fuzzy c-means clustering algorithm. IEEE Trans PAMI. 4:1982;357-363.
    • (1982) IEEE Trans PAMI , vol.4 , pp. 357-363
    • Windham, M.P.1
  • 5
    • 0027658607 scopus 로고
    • Global algorithm for fuzzy clustering problem
    • Al Sultan K.S., Selim S.Z. Global algorithm for fuzzy clustering problem. Pattern Recogn. 26:1993;1357-1361.
    • (1993) Pattern Recogn , vol.26 , pp. 1357-1361
    • Al Sultan, K.S.1    Selim, S.Z.2
  • 6
    • 0015644825 scopus 로고
    • A fuzzy relative to the ISODATA process and its use in detecting compact, well-separated clusters
    • Dunn J.C. A fuzzy relative to the ISODATA process and its use in detecting compact, well-separated clusters. J Cybernet. 3:1973;32-57.
    • (1973) J Cybernet , vol.3 , pp. 32-57
    • Dunn, J.C.1
  • 8
    • 0015644823 scopus 로고
    • Cluster validity with fuzzy sets
    • Bezdek J.C. Cluster validity with fuzzy sets. J Cybernet. 4:1974;58-72.
    • (1974) J Cybernet , vol.4 , pp. 58-72
    • Bezdek, J.C.1
  • 10
    • 0029360028 scopus 로고
    • On clustering validity for the fuzzy c-means model
    • Pal N.R., Bezdek J.C. On clustering validity for the fuzzy c-means model. IEEE Trans Fuzzy Syst. 3:1995;370-379.
    • (1995) IEEE Trans Fuzzy Syst , vol.3 , pp. 370-379
    • Pal, N.R.1    Bezdek, J.C.2
  • 11
    • 0001702254 scopus 로고
    • Cluster validity for fuzzy clustering algorithms
    • Windham M.P. Cluster validity for fuzzy clustering algorithms. Fuzzy Sets Syst. 5:1981;177-185.
    • (1981) Fuzzy Sets Syst , vol.5 , pp. 177-185
    • Windham, M.P.1
  • 12
    • 0003107273 scopus 로고
    • Applications of fuzzy ISODATA algorithms to startracker printing systems
    • Gunderson R. Applications of fuzzy ISODATA algorithms to startracker printing systems. In Proceedings of the 7th Triannual World IFAC Congress. 1978;. p. 1319-23.
    • (1978) Proceedings of the 7th Triannual World IFAC Congress , pp. 1319-1323
    • Gunderson, R.1
  • 13
    • 84941155240 scopus 로고
    • Well separated clusters and optimal fuzzy partitions
    • Dunn J.C. Well separated clusters and optimal fuzzy partitions. J Cybernet. 4:1974;95-104.
    • (1974) J Cybernet , vol.4 , pp. 95-104
    • Dunn, J.C.1
  • 14
    • 0026204245 scopus 로고
    • A validity measure for fuzzy clustering
    • Xie L.X., Beni G. A validity measure for fuzzy clustering. IEEE Trans PAMI. 13:1991;841-847.
    • (1991) IEEE Trans PAMI , vol.13 , pp. 841-847
    • Xie, L.X.1    Beni, G.2
  • 16
    • 0024701488 scopus 로고
    • Unsupervised optimal fuzzy clustering
    • Gath I., Geve A.B. Unsupervised optimal fuzzy clustering. IEEE Trans PAMI. 11:1989;773-781.
    • (1989) IEEE Trans PAMI , vol.11 , pp. 773-781
    • Gath, I.1    Geve, A.B.2
  • 17
    • 0001404416 scopus 로고
    • A new method of choosing the number of clusters for the fuzzy c-means method
    • in Japanese
    • Fukuyama Y., Sugeno T. A new method of choosing the number of clusters for the fuzzy c-means method. In Proceedings of the 5th Fuzzy Systems Symposium. 1989;. p. 247-50 (in Japanese).
    • (1989) Proceedings of the 5th Fuzzy Systems Symposium , pp. 247-250
    • Fukuyama, Y.1    Sugeno, T.2
  • 20
    • 0018918224 scopus 로고
    • A convergence theorem for the fuzzy ISODATA clustering algorithms
    • Bezdek J.C. A convergence theorem for the fuzzy ISODATA clustering algorithms. IEEE Trans PAMI. 2:1980;1-8.
    • (1980) IEEE Trans PAMI , vol.2 , pp. 1-8
    • Bezdek, J.C.1
  • 21
    • 0023561847 scopus 로고
    • Convergence theory for fuzzy c-means: Counterexamples and repairs
    • Bezdek J.C., Hathaway R.J., Sabin M.J., Tucker W.T. Convergence theory for fuzzy c-means: counterexamples and repairs. IEEE Trans SMC. 17:1987;873-877.
    • (1987) IEEE Trans SMC , vol.17 , pp. 873-877
    • Bezdek, J.C.1    Hathaway, R.J.2    Sabin, M.J.3    Tucker, W.T.4
  • 23
    • 0002263953 scopus 로고
    • The IRISes of the Gaspe peninsula
    • Anderson E. The IRISes of the Gaspe peninsula. Bull Am IRIS Soc. 59:1935;2-5.
    • (1935) Bull Am IRIS Soc , vol.59 , pp. 2-5
    • Anderson, E.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.