Using a Genetic Algorithm for Selection of Starting Conditions for the EM Algorithm for Gaussian Mixture Models

2016 ◽  
pp. 125-134
Author(s):  
Wojciech Kwedlo
Keyword(s):  
Genetic Algorithm ◽  
Em Algorithm ◽  
Mixture Models ◽  
Gaussian Mixture Models ◽  
Gaussian Mixture ◽  
The Em Algorithm ◽  
Starting Conditions ◽  
Selection Of

scholarly journals An exact line search scheme to accelerate the EM algorithm: Application to Gaussian mixture models identification

2020 ◽  
Vol 41 ◽  
pp. 101073 ◽  
Author(s):  
Wentao Xiang ◽  
Ahmad Karfoul ◽  
Chunfeng Yang ◽  
Huazhong Shu ◽  
Régine Le Bouquin Jeannès
Keyword(s):  
Em Algorithm ◽  
Mixture Models ◽  
Line Search ◽  
Gaussian Mixture Models ◽  
Gaussian Mixture ◽  
Exact Line Search ◽  
The Em Algorithm

scholarly journals Statistical convergence of the EM algorithm on Gaussian mixture models

2020 ◽  
Vol 14 (1) ◽  
pp. 632-660 ◽  
Author(s):  
Ruofei Zhao ◽  
Yuanzhi Li ◽  
Yuekai Sun
Keyword(s):  
Em Algorithm ◽  
Mixture Models ◽  
Statistical Convergence ◽  
Gaussian Mixture Models ◽  
Gaussian Mixture ◽  
The Em Algorithm

Genetic-based EM algorithm to improve the robustness of Gaussian mixture models for damage detection in bridges

2016 ◽  
Vol 24 (3) ◽  
pp. e1886 ◽  
Author(s):  
Adam Santos ◽  
Eloi Figueiredo ◽  
Moisés Silva ◽  
Reginaldo Santos ◽  
Claudomiro Sales ◽  
...  
Keyword(s):  
Em Algorithm ◽  
Damage Detection ◽  
Mixture Models ◽  
Gaussian Mixture Models ◽  
Gaussian Mixture

Automatic selection of ROIs in functional imaging using Gaussian mixture models

2009 ◽  
Vol 460 (2) ◽  
pp. 108-111 ◽  
Author(s):  
J.M. Górriz ◽  
A. Lassl ◽  
J. Ramírez ◽  
D. Salas-Gonzalez ◽  
C.G. Puntonet ◽  
...  
Keyword(s):  
Mixture Models ◽  
Functional Imaging ◽  
Gaussian Mixture Models ◽  
Gaussian Mixture ◽  
Automatic Selection ◽  
Selection Of
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