MIXTURE-MODELS, OUTLIERS, AND THE EM ALGORITHM

被引：179
|
作者：
AITKIN, M [1 ]
WILSON, GT [1 ]
机构：
[1] UNIV LANCASTER,DEPT MATH,LANCASTER LA1 4YL,ENGLAND
来源：
TECHNOMETRICS | 1980年 / 22卷 / 03期
关键词：
D O I：
10.2307/1268316
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：325 / 331
页数：7
相关论文
共 50 条
  • [31] A robust EM clustering algorithm for Gaussian mixture models
    Yang, Miin-Shen
    Lai, Chien-Yo
    Lin, Chih-Ying
    PATTERN RECOGNITION, 2012, 45 (11) : 3950 - 3961
  • [32] An efficient EM algorithm for the mixture of negative binomial models
    Huang, Chunmao
    Liu, Xingwang
    Yao, Tianyuan
    Wang, Xiaoqiang
    SECOND INTERNATIONAL CONFERENCE ON PHYSICS, MATHEMATICS AND STATISTICS, 2019, 1324
  • [33] Random swap EM algorithm for Gaussian mixture models
    Zhao, Qinpei
    Hautamaki, Ville
    Karkkainen, Ismo
    Franti, Pasi
    PATTERN RECOGNITION LETTERS, 2012, 33 (16) : 2120 - 2126
  • [34] Finite mixture models estimation with a credal EM algorithm
    Vannoorenberghe, Patrick
    TRAITEMENT DU SIGNAL, 2007, 24 (02) : 103 - 113
  • [35] An EM-type algorithm for multivariate mixture models
    G. R. Oskrochi
    R. B. Davies
    Statistics and Computing, 1997, 7 : 145 - 151
  • [36] Reinforced EM Algorithm for Clustering with Gaussian Mixture Models
    Tobin, Joshua
    Ho, Chin Pang
    Zhang, Mimi
    PROCEEDINGS OF THE 2023 SIAM INTERNATIONAL CONFERENCE ON DATA MINING, SDM, 2023, : 118 - 126
  • [37] Statistical convergence of the EM algorithm on Gaussian mixture models
    Zhao, Ruofei
    Li, Yuanzhi
    Sun, Yuekai
    ELECTRONIC JOURNAL OF STATISTICS, 2020, 14 (01): : 632 - 660
  • [38] EM algorithm with split and merge operations for mixture models
    Ueda, Naonori
    Nakano, Ryohei
    IEICE Transactions on Information and Systems, 2000, E83-D (12) : 2047 - 2055
  • [39] EM Algorithm with Split and Merge Operations for Mixture Models
    Ueda, Naonori
    Nakano, Ryohei
    Systems and Computers in Japan, 2000, 31 (4-6) : 1 - 11
  • [40] EM algorithm with split and merge operations for mixture models
    Ueda, N
    Nakano, R
    IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2000, E83D (12): : 2047 - 2055
12345