EM Algorithm with Split and Merge Operations for Mixture Models

被引：0
|
作者：
Ueda, Naonori [1 ]
Nakano, Ryohei [1 ]
机构：
[1] NTT Commun. Science Laboratories, Kyoto, 619-0237, Japan
来源：
Systems and Computers in Japan | 2000年 / 31卷 / 4-6期
关键词：
D O I：
10.1002/(SICI)1520-684X(200004)31:43.0.CO;2-K
中图分类号：
学科分类号：
摘要：
11
引用
收藏
页码：1 / 11
相关论文
共 50 条
  • [21] MIXTURE-MODELS, OUTLIERS, AND THE EM ALGORITHM
    AITKIN, M
    WILSON, GT
    TECHNOMETRICS, 1980, 22 (03) : 325 - 331
  • [22] Particle Gibbs Split-Merge Sampling for Bayesian Inference in Mixture Models
    Bouchard-Cote, Alexandre
    Doucet, Arnaud
    Roth, Andrew
    JOURNAL OF MACHINE LEARNING RESEARCH, 2017, 18
  • [23] The Split and Merge Unscented Gaussian Mixture Filter
    Faubel, Friedrich
    McDonough, John
    Klakow, Dietrich
    IEEE SIGNAL PROCESSING LETTERS, 2009, 16 (09) : 786 - 789
  • [24] Split-and-Merge EM for Vine Image Segmentation
    Marin, Ricardo D. C.
    Botterill, Tom
    Green, Richard D.
    PROCEEDINGS OF 2013 28TH INTERNATIONAL CONFERENCE ON IMAGE AND VISION COMPUTING NEW ZEALAND (IVCNZ 2013), 2013, : 270 - 275
  • [25] Image retrieval using mixture models and EM algorithm
    Najjar, M
    Ambroise, C
    Cocquerez, JP
    IMAGE ANALYSIS, PROCEEDINGS, 2003, 2749 : 1114 - 1121
  • [26] 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
  • [27] Random swap EM algorithm for Gaussian mixture models
    Zhao, Qinpei
    Hautamaki, Ville
    Karkkainen, Ismo
    Franti, Pasi
    PATTERN RECOGNITION LETTERS, 2012, 33 (16) : 2120 - 2126
  • [28] 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
  • [29] Finite mixture models estimation with a credal EM algorithm
    Vannoorenberghe, Patrick
    TRAITEMENT DU SIGNAL, 2007, 24 (02) : 103 - 113
  • [30] 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
12345