Bayesian feature and model selection for Gaussian mixture models

C. Constantinopoulos; M.K. Titsias; A. Likas

doi:10.1109/tpami.2006.111

Bayesian feature and model selection for Gaussian mixture models

IEEE Transactions on Pattern Analysis and Machine Intelligence ◽

10.1109/tpami.2006.111 ◽

2006 ◽

Vol 28 (6) ◽

pp. 1013-1018 ◽

Cited By ~ 120

Author(s):

C. Constantinopoulos ◽

M.K. Titsias ◽

A. Likas

Keyword(s):

Model Selection ◽

Mixture Models ◽

Gaussian Mixture Models ◽

Gaussian Mixture ◽

Selection For

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Gaussian Mixture Models and Model Selection for [18F] Fluorodeoxyglucose Positron Emission Tomography Classification in Alzheimer’s Disease

PLoS ONE ◽

10.1371/journal.pone.0122731 ◽

2015 ◽

Vol 10 (4) ◽

pp. e0122731 ◽

Cited By ~ 14

Author(s):

Rui Li ◽

Robert Perneczky ◽

Igor Yakushev ◽

Stefan Förster ◽

Alexander Kurz ◽

...

Keyword(s):

Positron Emission Tomography ◽

Model Selection ◽

Mixture Models ◽

Gaussian Mixture Models ◽

Gaussian Mixture ◽

Emission Tomography ◽

Fluorodeoxyglucose Positron Emission Tomography ◽

Positron Emission ◽

Selection For ◽

Fluorodeoxyglucose Positron Emission

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Discriminative model selection for Gaussian mixture models for classification

The First Asian Conference on Pattern Recognition ◽

10.1109/acpr.2011.6166658 ◽

2011 ◽

Cited By ~ 1

Author(s):

Xiao-Hua Liu ◽

Cheng-Lin Liu

Keyword(s):

Model Selection ◽

Mixture Models ◽

Gaussian Mixture Models ◽

Gaussian Mixture ◽

Discriminative Model ◽

Selection For

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Model Selection for Gaussian Mixture Models

Statistica Sinica ◽

10.5705/ss.2014.105 ◽

2017 ◽

Cited By ~ 6

Author(s):

Tao Huang ◽

Heng Peng ◽

Kun Zhang

Keyword(s):

Model Selection ◽

Mixture Models ◽

Gaussian Mixture Models ◽

Gaussian Mixture ◽

Selection For

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Variable selection for regression problems using Gaussian mixture models to estimate mutual information

2014 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2014.6889561 ◽

2014 ◽

Cited By ~ 1

Author(s):

Emil Eirola ◽

Amaury Lendasse ◽

Juha Karhunen

Keyword(s):

Mutual Information ◽

Variable Selection ◽

Mixture Models ◽

Gaussian Mixture Models ◽

Gaussian Mixture ◽

Regression Problems ◽

Selection For

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Model Selection Using Gaussian Mixture Models and Parallel Computing

Journal of Purdue Undergraduate Research ◽

10.5703/1288284316412 ◽

2017 ◽

Vol 7 ◽

pp. 82-83

Author(s):

Tian Qiu

Keyword(s):

Parallel Computing ◽

Model Selection ◽

Mixture Models ◽

Gaussian Mixture Models ◽

Gaussian Mixture

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An improved cluster model selection method for agglomerative hierarchical speaker clustering using incremental Gaussian mixture models

10.21437/interspeech.2010-705 ◽

2010 ◽

Author(s):

Kyu J. Han ◽

Shrikanth S. Narayanan

Keyword(s):

Model Selection ◽

Mixture Models ◽

Cluster Model ◽

Gaussian Mixture Models ◽

Gaussian Mixture ◽

Selection Method ◽

Speaker Clustering ◽

Model Selection Method

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Feature selection for pattern classification with Gaussian mixture models: A new objective criterion

Pattern Recognition Letters ◽

10.1016/0167-8655(96)00047-5 ◽

1996 ◽

Vol 17 (8) ◽

pp. 803-809 ◽

Cited By ~ 14

Author(s):

S. Krishnan ◽

K. Samudravijaya ◽

P.V.S. Rao

Keyword(s):

Feature Selection ◽

Mixture Models ◽

Pattern Classification ◽

Gaussian Mixture Models ◽

Gaussian Mixture ◽

Objective Criterion ◽

Selection For

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Variational Bayesian feature selection for Gaussian mixture models

2004 IEEE International Conference on Acoustics, Speech, and Signal Processing ◽

10.1109/icassp.2004.1326035 ◽

2004 ◽

Cited By ~ 5

Author(s):

F. Valente ◽

C. Wellekens

Keyword(s):

Feature Selection ◽

Mixture Models ◽

Gaussian Mixture Models ◽

Gaussian Mixture ◽

Variational Bayesian ◽

Selection For

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Variable Selection for Clustering with Gaussian Mixture Models

Biometrics ◽

10.1111/j.1541-0420.2008.01160.x ◽

2009 ◽

Vol 65 (3) ◽

pp. 701-709 ◽

Cited By ~ 107

Author(s):

Cathy Maugis ◽

Gilles Celeux ◽

Marie-Laure Martin-Magniette

Keyword(s):

Variable Selection ◽

Mixture Models ◽

Gaussian Mixture Models ◽

Gaussian Mixture ◽

Selection For

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Feature Selection for Non Gaussian Mixture Models

2007 IEEE Workshop on Machine Learning for Signal Processing ◽

10.1109/mlsp.2007.4414284 ◽

2007 ◽

Cited By ~ 6

Author(s):

Sabri Boutemedjet ◽

Nizar Bouguila ◽

Djemel Ziou

Keyword(s):

Feature Selection ◽

Mixture Models ◽

Gaussian Mixture Models ◽

Gaussian Mixture ◽

Selection For ◽

Non Gaussian

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