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Volumn 21, Issue 6, 2005, Pages 1157-1177

An efficient k-means clustering algorithm using simple partitioning

Author keywords

Centroid; Clustering; Data mining; k d tree; k means algorithm

Indexed keywords

CENTROID; CLUSTERING; K-D TREE;

EID: 28444453316     PISSN: 10162364     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (56)

References (31)
  • 3
    • 0041328214 scopus 로고    scopus 로고
    • K*-means: A new generalized k-maens clustering algorithm
    • Y. M. Cheung, "k*-means: a new generalized k-maens clustering algorithm," Pattern Recognition Letters, Vol. 24, 2003, pp. 2883-2893.
    • (2003) Pattern Recognition Letters , vol.24 , pp. 2883-2893
    • Cheung, Y.M.1
  • 4
    • 27144536001 scopus 로고    scopus 로고
    • Extensions to the k-means algorithm for clustering large data sets with categorical values
    • Z. Huang, "Extensions to the k-means algorithm for clustering large data sets with categorical values," Data Mining and Knowledge Discovery, Vol. 2, 1998, pp. 283-304.
    • (1998) Data Mining and Knowledge Discovery , vol.2 , pp. 283-304
    • Huang, Z.1
  • 5
    • 0027453616 scopus 로고
    • Model-based gaussian and non-gaussian clustering
    • J. Banfield and A. Raftery, "Model-based gaussian and non-gaussian clustering," Biometrics, Vol. 49, 1993, pp. 15-34.
    • (1993) Biometrics , vol.49 , pp. 15-34
    • Banfield, J.1    Raftery, A.2
  • 8
    • 22044455069 scopus 로고    scopus 로고
    • Density-based clustering in spatial databases: The algorithm GDBSCAN and its applications
    • J. Sander, M. Ester, H. P. Kriegel, and X. Xu, "Density-based clustering in spatial databases: the algorithm GDBSCAN and its applications," Data Mining and Knowledge Discovery, Vol. 2, 1998, pp. 169-194.
    • (1998) Data Mining and Knowledge Discovery , vol.2 , pp. 169-194
    • Sander, J.1    Ester, M.2    Kriegel, H.P.3    Xu, X.4
  • 17
    • 0016557674 scopus 로고
    • Multidimensional binary search trees used for associative searching
    • J. L. Bentley, "Multidimensional binary search trees used for associative searching," Communications of the ACM, Vol. 18, 1975, pp. 509-517.
    • (1975) Communications of the ACM , vol.18 , pp. 509-517
    • Bentley, J.L.1
  • 18
    • 34250115918 scopus 로고
    • An examination of procedures for determining the number of clusters in a data set
    • G. W. Milligan and M. C. Cooper, "An examination of procedures for determining the number of clusters in a data set," Psychometrika, Vol. 50, 1985, pp. 159-179.
    • (1985) Psychometrika , vol.50 , pp. 159-179
    • Milligan, G.W.1    Cooper, M.C.2
  • 21
    • 0033204902 scopus 로고    scopus 로고
    • An empirical comparison of four initialization methods for the k-means algorithm
    • J. M. Pena, J. A. Lozano, and P. Larranaga, "An empirical comparison of four initialization methods for the k-means algorithm," Pattern Recognition Letters, Vol. 20, 1999, pp. 1027-1040.
    • (1999) Pattern Recognition Letters , vol.20 , pp. 1027-1040
    • Pena, J.M.1    Lozano, J.A.2    Larranaga, P.3
  • 23
    • 0032287848 scopus 로고    scopus 로고
    • Image segmentation via adaptive k-mean clustering and knowledge-based morphological opertions with biomedical applications
    • C. W. Chen, J. Luo, and K. J. Parker, "Image segmentation via adaptive k-mean clustering and knowledge-based morphological opertions with biomedical applications," IEEE Transactions on Image Processing, Vol. 7, 1998, pp. 1673-1683.
    • (1998) IEEE Transactions on Image Processing , vol.7 , pp. 1673-1683
    • Chen, C.W.1    Luo, J.2    Parker, K.J.3
  • 24
    • 0035619721 scopus 로고    scopus 로고
    • Optimal variable weighting for ultrametric and additive trees and K-means partitioning: Methods and software
    • V. Makarenkov and P. Legendre, "Optimal variable weighting for ultrametric and additive trees and K-means partitioning: Methods and software," Journal of Classification, Vol. 18, 2001, pp. 245-271.
    • (2001) Journal of Classification , vol.18 , pp. 245-271
    • Makarenkov, V.1    Legendre, P.2
  • 25
    • 0034062083 scopus 로고    scopus 로고
    • Analysis of large-scale gene expression data
    • G. Sherlock, "Analysis of large-scale gene expression data," Current Opinion in Immunology, Vol. 12, 2000, pp. 201-205.
    • (2000) Current Opinion in Immunology , vol.12 , pp. 201-205
    • Sherlock, G.1
  • 27
    • 0026828784 scopus 로고
    • Fast K-dimensional tree algorithms for nearest neighbor search with application to vector quantization encoding
    • V. Ramasubramanian and K. Paliwai, "Fast K-dimensional tree algorithms for nearest neighbor search with application to vector quantization encoding," IEEE Transactions on Signal Processing, Vol. 40, 1992, pp. 518-531.
    • (1992) IEEE Transactions on Signal Processing , vol.40 , pp. 518-531
    • Ramasubramanian, V.1    Paliwai, K.2
  • 29
    • 0036721824 scopus 로고    scopus 로고
    • K-means iterative fisher unsupervised clustering algorithm applied to image texture segmentation
    • D. A. Clausi, "K-means iterative fisher unsupervised clustering algorithm applied to image texture segmentation," Pattern Recognition, Vol. 35, 2002, pp. 1959-1972.
    • (2002) Pattern Recognition , vol.35 , pp. 1959-1972
    • Clausi, D.A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.