Choosing starting values for the EM algorithm for getting the highest likelihood in multivariate Gaussian mixture models

2003 ◽  
Vol 41 (3-4) ◽  
pp. 561-575 ◽  
Author(s):  
Christophe Biernacki ◽  
Gilles Celeux ◽  
Gérard Govaert
Keyword(s):  
Em Algorithm ◽  
Mixture Models ◽  
Gaussian Mixture Models ◽  
Gaussian Mixture ◽  
Starting Values ◽  
The Em Algorithm ◽  
Multivariate Gaussian

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

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
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