메뉴 건너뛰기




Volumn 32, Issue 9, 2004, Pages 23-28

New fuzzy clustering algorithm of categorical data set based on the kernel method

Author keywords

Categorical data; Clustering; Data mining; Fuzzy c means; Kernel method

Indexed keywords

COMPUTER SIMULATION; DATA MINING; FUZZY SETS; ITERATIVE METHODS; LEARNING ALGORITHMS;

EID: 11844249436     PISSN: 1000565X     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (2)

References (13)
  • 1
    • 1542326255 scopus 로고    scopus 로고
    • Advances in theory and applications of fuzzy clustering
    • Gao Xin-bo, Xie Wei-xin. Advances in theory and applications of fuzzy clustering [J]. Chinese Science Bulletin, 1999,44(21):2241-2251.
    • (1999) Chinese Science Bulletin , vol.44 , Issue.21 , pp. 2241-2251
    • Gao, X.-B.1    Xie, W.-X.2
  • 2
    • 79960807904 scopus 로고    scopus 로고
    • Clustering of symbolic data and its validation
    • Pal N.R. and Sugeno M., Heidelberg: Springer-Verlag
    • Mail K, Mitra A. Clustering of symbolic data and its validation [A]. Pal N R, Sugeno M. Advances in Soft Computing-AFSS 2002 [C]. Heidelberg: Springer-Verlag, 2002.339-344.
    • (2002) Advances in Soft Computing-AFSS 2002 , pp. 339-344
    • Mail, K.1    Mitra, A.2
  • 3
    • 84945314569 scopus 로고    scopus 로고
    • Clustering large categorical data
    • Chen M.S., Yu P. and Liu B., Heidelberg: Springer-Verlag
    • Jollois F X, Nadif M. Clustering large categorical data [A]. Chen M S, Yu P, Liu B. Advances in Knowledge Discovery and Data Mining [C]. Heidelberg: Springer-Verlag, 2002.257-263.
    • (2002) Advances in Knowledge Discovery and Data Mining , pp. 257-263
    • Jollois, F.X.1    Nadif, M.2
  • 4
    • 0032595161 scopus 로고    scopus 로고
    • A fuzzy k-modes algorithm for clustering categorical data
    • Huang Z X, Ng M K. A fuzzy k-modes algorithm for clustering categorical data [J]. IEEE Tran on Fuzzy Systems, 1999,7(4):446-452.
    • (1999) IEEE Tran on Fuzzy Systems , vol.7 , Issue.4 , pp. 446-452
    • Huang, Z.X.1    Ng, M.K.2
  • 5
    • 0029415780 scopus 로고
    • A conceptual version of the k-means algorithm
    • Ralambondrainy H. A conceptual version of the k-means algorithm [J]. Pattern Recognition Letter, 1995,16:1147-1157.
    • (1995) Pattern Recognition Letter , vol.16 , pp. 1147-1157
    • Ralambondrainy, H.1
  • 7
    • 0032594954 scopus 로고    scopus 로고
    • Input space versus feature space in kernel-based methods
    • Scholkopf B, Mika S, Burges C, et al. Input space versus feature space in kernel-based methods [J]. IEEE Tran on Neural Networks, 1999,10(5):1000-1017.
    • (1999) IEEE Tran on Neural Networks , vol.10 , Issue.5 , pp. 1000-1017
    • Scholkopf, B.1    Mika, S.2    Burges, C.3
  • 9
    • 0023561847 scopus 로고
    • Convergence theory for fuzzy c-means: Counter examples and repaires
    • Bezdek J C. Convergence theory for fuzzy c-means: Counter examples and repaires [J]. IEEE Trans on SMC, 1987,17:873-877.
    • (1987) IEEE Trans on SMC , vol.17 , pp. 873-877
    • Bezdek, J.C.1
  • 11
    • 0001303139 scopus 로고
    • Convergence and consistence of fuzzy c-means/ISODATA algorithms
    • Sabin J. Convergence and consistence of fuzzy c-means/ISODATA algorithms [J]. IEEE Trans on PAMI, 1987,9(5):661-668.
    • (1987) IEEE Trans on PAMI , vol.9 , Issue.5 , pp. 661-668
    • Sabin, J.1
  • 12
    • 0003408496 scopus 로고    scopus 로고
    • UCI repository of machine learning databases
    • Blake C, Mert C. UCI repository of machine learning databases [EB/OL]. http://www.ics.uci.edu/-mlearn/MLRepository html. 2004-06-01/2004-06-04.
    • (2004)
    • Blake, C.1    Mert, C.2
  • 13
    • 11844264321 scopus 로고    scopus 로고
    • Cluster validity based on possibilision distribution
    • Fan Jiu-lun, Fei Ji-hong, Xie Wei-xin. Cluster validity based on possibilision distribution [J]. Acta Electronica Sinica, 1998,26(4):113-115.
    • (1998) Acta Electronica Sinica , vol.26 , Issue.4 , pp. 113-115
    • Fan, J.-L.1    Fei, J.-H.2    Xie, W.-X.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.