STRONG CONSISTENCY OF K-MEANS CLUSTERING

被引:260
|
作者
POLLARD, D
机构
来源
ANNALS OF STATISTICS | 1981年 / 9卷 / 01期
关键词
D O I
10.1214/aos/1176345339
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
引用
收藏
页码:135 / 140
页数:6
相关论文
共 50 条
  • [1] Strong Consistency of Reduced K-means Clustering
    Terada, Yoshikazu
    [J]. SCANDINAVIAN JOURNAL OF STATISTICS, 2014, 41 (04) : 913 - 931
  • [2] On the strong consistency of feature-weighted k-means clustering in a nearmetric space
    Chakraborty, Saptarshi
    Das, Swagatam
    [J]. STAT, 2019, 8 (01):
  • [3] On strong consistency of kernel k-means: A Rademacher complexity approach
    Chakrabarty, Anish
    Das, Swagatam
    [J]. STATISTICS & PROBABILITY LETTERS, 2022, 182
  • [4] Research on k-means Clustering Algorithm An Improved k-means Clustering Algorithm
    Shi Na
    Liu Xumin
    Guan Yong
    [J]. 2010 THIRD INTERNATIONAL SYMPOSIUM ON INTELLIGENT INFORMATION TECHNOLOGY AND SECURITY INFORMATICS (IITSI 2010), 2010, : 63 - 67
  • [5] K-Means Cloning: Adaptive Spherical K-Means Clustering
    Hedar, Abdel-Rahman
    Ibrahim, Abdel-Monem M.
    Abdel-Hakim, Alaa E.
    Sewisy, Adel A.
    [J]. ALGORITHMS, 2018, 11 (10):
  • [6] Strong consistency of factorial -means clustering
    Terada, Yoshikazu
    [J]. ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2015, 67 (02) : 335 - 357
  • [7] Selection of K in K-means clustering
    Pham, DT
    Dimov, SS
    Nguyen, CD
    [J]. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE, 2005, 219 (01) : 103 - 119
  • [8] Stability of k-means clustering
    Ben-David, Shai
    Pal, Ddvid
    Simon, Hans Ulrich
    [J]. LEARNING THEORY, PROCEEDINGS, 2007, 4539 : 20 - +
  • [9] Geodesic K-means Clustering
    Asgharbeygi, Nima
    Maleki, Arian
    [J]. 19TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOLS 1-6, 2008, : 3450 - 3453
  • [10] Balanced K-Means for Clustering
    Malinen, Mikko I.
    Franti, Pasi
    [J]. STRUCTURAL, SYNTACTIC, AND STATISTICAL PATTERN RECOGNITION, 2014, 8621 : 32 - 41