AN EXAMINATION OF PROCEDURES FOR DETERMINING THE NUMBER OF CLUSTERS IN A DATA SET

被引:2392
|
作者
MILLIGAN, GW
COOPER, MC
机构
关键词
D O I
10.1007/BF02294245
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
引用
收藏
页码:159 / 179
页数:21
相关论文
共 50 条
  • [1] Effects of Resampling in Determining the Number of Clusters in a Data Set
    Rainer Dangl
    Friedrich Leisch
    [J]. Journal of Classification, 2020, 37 : 558 - 583
  • [2] Effects of Resampling in Determining the Number of Clusters in a Data Set
    Dangl, Rainer
    Leisch, Friedrich
    [J]. JOURNAL OF CLASSIFICATION, 2020, 37 (03) : 558 - 583
  • [3] A new validation index for determining the number of clusters in a data set
    Sun, HJ
    Wang, SG
    Jiang, QS
    [J]. IJCNN'01: INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-4, PROCEEDINGS, 2001, : 1852 - 1857
  • [4] An examination of indexes for determining the number of clusters in binary data sets
    Evgenia Dimitriadou
    Sara Dolničar
    Andreas Weingessel
    [J]. Psychometrika, 2002, 67 : 137 - 159
  • [5] An examination of indexes for determining the number of clusters in binary data sets
    Dimitriadou, E
    Dolnicar, S
    Weingessel, A
    [J]. PSYCHOMETRIKA, 2002, 67 (01) : 137 - 159
  • [6] Nbclust: An R Package for Determining the Relevant Number of Clusters in a Data Set
    Charrad, Malika
    Ghazzali, Nadia
    Boiteau, Veronique
    Niknafs, Azam
    [J]. JOURNAL OF STATISTICAL SOFTWARE, 2014, 61 (06): : 1 - 36
  • [7] A GRAPH-THEORETIC CRITERION FOR DETERMINING THE NUMBER OF CLUSTERS IN A DATA SET
    KROLAKSCHWERDT, S
    ECKES, T
    [J]. MULTIVARIATE BEHAVIORAL RESEARCH, 1992, 27 (04) : 541 - 565
  • [8] A new similarity measure and its use in determining the number of clusters in a multivariate data set
    Vassiliou, A
    Tambouratzis, DG
    Koutras, MV
    Bersimis, S
    [J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2004, 33 (07) : 1643 - 1666
  • [9] Automatically Determining the Number of Clusters in Unlabeled Data Sets
    Wang, Liang
    Leckie, Christopher
    Ramamohanarao, Kotagiri
    Bezdek, James
    [J]. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2009, 21 (03) : 335 - 350
  • [10] ON CLUSTER VALIDATION FOR DETECTING THE NUMBER OF CLUSTERS IN A DATA SET
    Albalate, Amparo
    Suendermann, David
    Minker, Wolfgang
    [J]. INTERNATIONAL JOURNAL ON ARTIFICIAL INTELLIGENCE TOOLS, 2011, 20 (05) : 941 - 953