Penalized minimum matching distance-guided EM algorithm

被引：3
|
作者：
Luo, WB [1 ]
机构：
[1] St Marys Univ, Dept Engn, San Antonio, TX 78228 USA
来源：
AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS | 2006年 / 60卷 / 03期
关键词：
finite mixture model; number of components; EM algorithm;
D O I：
10.1016/j.aeue.2005.03.011
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
A novel and efficient mixture model fitting technique, called penalized minimum matching distance-guided expectation-maximization (EM) algorithm, is proposed. Penalized minimum matching distance is used to find the number of mixture components very accurately. We illustrate the excellent performance of the penalized minimum matching distance-guided EM algorithm with experiments involving Gaussian mixtures. (c) 2005 Elsevier GmbH. All fights reserved.
引用
收藏
页码：235 / 239
页数：5
相关论文
共 50 条
  • [1] Distance-guided local search
    Daniel Porumbel
    Jin-Kao Hao
    [J]. Journal of Heuristics, 2020, 26 : 711 - 741
  • [2] Distance-guided local search
    Porumbel, Daniel
    Hao, Jin-Kao
    [J]. JOURNAL OF HEURISTICS, 2020, 26 (05) : 711 - 741
  • [3] Distance-guided hybrid verification with GUIDO
    Shurek, Gil
    [J]. HLDVT'06: ELEVENTH ANNUAL IEEE INTERNATIONAL HIGH-LEVEL DESIGN VALIDATION AND TEST WORKSHOP, PROCEEDINGS, 2006, : 151 - 151
  • [4] An improved firefly algorithm with distance-guided selection strategy and its application
    Li, Jie
    Song, Li
    Cao, Lianglin
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2022, 43 (01) : 889 - 906
  • [5] Distance-guided hybrid verification with GUIDO
    Shyam, Smitha
    Bertacco, Valeria
    [J]. 2006 DESIGN AUTOMATION AND TEST IN EUROPE, VOLS 1-3, PROCEEDINGS, 2006, : 1211 - +
  • [6] A Memetic Algorithm with Distance-guided Crossover: Distributed Data-intensive Web Service Composition
    Sadeghiram, Soheila
    Ma, Hui
    Chen, Gang
    [J]. PROCEEDINGS OF THE 2019 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION (GECCCO'19 COMPANION), 2019, : 155 - 156
  • [7] Composing Distributed Data-Intensive Web Services Using Distance-Guided Memetic Algorithm
    Sadeghiram, Soheila
    Ma, Hui
    Chen, Gang
    [J]. DATABASE AND EXPERT SYSTEMS APPLICATIONS, PT II, 2019, 11707 : 411 - 422
  • [8] The distance-guided particle swarm optimizer with dynamic mutation
    Song, Chunhe
    Zhao, Hai
    Cai, Wei
    Zhang, Haohua
    Zhao, Ming
    Gao, Wei
    Ning, Xuanjie
    Han, Xudong
    Zhu, Peng
    Gao, Jie
    Qi, Tianyu
    Gong, Hongyan
    [J]. 2007 THIRD INTERNATIONAL CONFERENCE ON INTELLIGENT INFORMATION HIDING AND MULTIMEDIA SIGNAL PROCESSING, VOL II, PROCEEDINGS, 2007, : 342 - 345
  • [9] Distance-Guided Mask Propagation Model for Efficient Video Object Segmentation
    Liu, Jiajia
    Dai, Hongning
    Li, Bo
    Tang, Gaozhong
    [J]. 2020 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2020,
  • [10] Distance-guided protein folding based on generalized descent direction
    Wang, Liujing
    Liu, Jun
    Xia, Yuhao
    Xu, Jiakang
    Zhou, Xiaogen
    Zhang, Guijun
    [J]. BRIEFINGS IN BIOINFORMATICS, 2021, 22 (06)
12345