Simultaneous Bayesian clustering and feature selection using RJMCMC-based learning of finite generalized Dirichlet mixture models

Tarek Elguebaly; Nizar Bouguila

doi:10.1016/j.sigpro.2012.07.037

Simultaneous Bayesian clustering and feature selection using RJMCMC-based learning of finite generalized Dirichlet mixture models

Signal Processing ◽

10.1016/j.sigpro.2012.07.037 ◽

2013 ◽

Vol 93 (6) ◽

pp. 1531-1546 ◽

Cited By ~ 8

Author(s):

Tarek Elguebaly ◽

Nizar Bouguila

Keyword(s):

Feature Selection ◽

Mixture Models ◽

Bayesian Clustering ◽

Dirichlet Mixture ◽

Generalized Dirichlet

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Online variational learning of generalized Dirichlet mixture models with feature selection

Neurocomputing ◽

10.1016/j.neucom.2012.09.047 ◽

2014 ◽

Vol 126 ◽

pp. 166-179 ◽

Cited By ~ 7

Author(s):

Wentao Fan ◽

Nizar Bouguila

Keyword(s):

Feature Selection ◽

Mixture Models ◽

Dirichlet Mixture ◽

Generalized Dirichlet ◽

Variational Learning

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A variational component splitting approach for finite generalized Dirichlet mixture models

2012 International Conference on Communications and Information Technology (ICCIT) ◽

10.1109/iccitechnol.2012.6285806 ◽

2012 ◽

Author(s):

Wentao Fan ◽

Nizar Bouguila

Keyword(s):

Mixture Models ◽

Dirichlet Mixture ◽

Generalized Dirichlet

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Unsupervised Variational Learning of Finite Generalized Inverted Dirichlet Mixture Models with Feature Selection and Component Splitting

Lecture Notes in Computer Science - Image Analysis and Recognition ◽

10.1007/978-3-030-27272-2_8 ◽

2019 ◽

pp. 94-105 ◽

Cited By ~ 1

Author(s):

Kamal Maanicshah ◽

Samr Ali ◽

Wentao Fan ◽

Nizar Bouguila

Keyword(s):

Feature Selection ◽

Mixture Models ◽

Dirichlet Mixture ◽

Inverted Dirichlet ◽

Variational Learning

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Robust simultaneous positive data clustering and unsupervised feature selection using generalized inverted Dirichlet mixture models

Knowledge-Based Systems ◽

10.1016/j.knosys.2014.01.007 ◽

2014 ◽

Vol 59 ◽

pp. 182-195 ◽

Cited By ~ 18

Author(s):

Mohamed Al Mashrgy ◽

Taoufik Bdiri ◽

Nizar Bouguila

Keyword(s):

Feature Selection ◽

Mixture Models ◽

Data Clustering ◽

Unsupervised Feature Selection ◽

Positive Data ◽

Dirichlet Mixture ◽

Inverted Dirichlet

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A Hierarchical Infinite Generalized Dirichlet Mixture Model with Feature Selection

Adaptive and Intelligent Systems - Lecture Notes in Computer Science ◽

10.1007/978-3-319-11298-5_1 ◽

2014 ◽

pp. 1-10 ◽

Cited By ~ 1

Author(s):

Wentao Fan ◽

Hassen Sallay ◽

Nizar Bouguila ◽

Sami Bourouis

Keyword(s):

Feature Selection ◽

Mixture Model ◽

Dirichlet Mixture ◽

Generalized Dirichlet

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Variational learning of hierarchical infinite generalized Dirichlet mixture models and applications

Soft Computing ◽

10.1007/s00500-014-1557-5 ◽

2014 ◽

Vol 20 (3) ◽

pp. 979-990 ◽

Cited By ~ 5

Author(s):

Wentao Fan ◽

Hassen Sallay ◽

Nizar Bouguila ◽

Sami Bourouis

Keyword(s):

Mixture Models ◽

Dirichlet Mixture ◽

Generalized Dirichlet ◽

Variational Learning

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Image database categorization using robust unsupervised learning of finite generalized dirichlet mixture models

2011 18th IEEE International Conference on Image Processing ◽

10.1109/icip.2011.6116157 ◽

2011 ◽

Author(s):

M. Maher Ben Ismail ◽

Hichem Frigui

Keyword(s):

Unsupervised Learning ◽

Mixture Models ◽

Image Database ◽

Dirichlet Mixture ◽

Generalized Dirichlet

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Deriving kernels from generalized Dirichlet mixture models and applications

Information Processing & Management ◽

10.1016/j.ipm.2012.06.002 ◽

2013 ◽

Vol 49 (1) ◽

pp. 123-137 ◽

Cited By ~ 6

Author(s):

Nizar Bouguila

Keyword(s):

Mixture Models ◽

Dirichlet Mixture ◽

Generalized Dirichlet

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Unsupervised Feature and Model Selection for Generalized Dirichlet Mixture Models

Lecture Notes in Computer Science - Image Analysis and Recognition ◽

10.1007/978-3-540-74260-9_30 ◽

2007 ◽

pp. 330-341 ◽

Cited By ~ 4

Author(s):

Sabri Boutemedjet ◽

Nizar Bouguila ◽

Djemel Ziou

Keyword(s):

Model Selection ◽

Mixture Models ◽

Dirichlet Mixture ◽

Selection For ◽

Generalized Dirichlet

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Simultaneous feature selection and clustering using mixture models

IEEE Transactions on Pattern Analysis and Machine Intelligence ◽

10.1109/tpami.2004.71 ◽

2004 ◽

Vol 26 (9) ◽

pp. 1154-1166 ◽

Cited By ~ 385

Author(s):

M.H.C. Law ◽

M.A.T. Figueiredo ◽

A.K. Jain

Keyword(s):

Feature Selection ◽

Mixture Models

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