Data Clustering Using Online Variational Learning of Finite Scaled Dirichlet Mixture Models

2019 IEEE 20th International Conference on Information Reuse and Integration for Data Science (IRI) ◽

10.1109/iri.2019.00050 ◽

2019 ◽

Author(s):

Hieu Nguyen ◽

Meeta Kalra ◽

Muhammad Azam ◽

Nizar Bouguila

Keyword(s):

Mixture Models ◽

Data Clustering ◽

Dirichlet Mixture ◽

Variational Learning

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Data Clustering using Variational Learning of Finite Scaled Dirichlet Mixture Models

2019 IEEE 28th International Symposium on Industrial Electronics (ISIE) ◽

10.1109/isie.2019.8781334 ◽

2019 ◽

Author(s):

Hieu Nguyen ◽

Muhammad Azam ◽

Nizar Bouguila

Keyword(s):

Mixture Models ◽

Data Clustering ◽

Dirichlet Mixture ◽

Variational Learning

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Data Clustering Using Variational Learning of Finite Scaled Dirichlet Mixture Models with Component Splitting

Lecture Notes in Computer Science - Image Analysis and Recognition ◽

10.1007/978-3-030-27272-2_10 ◽

2019 ◽

pp. 117-128

Author(s):

Hieu Nguyen ◽

Kamal Maanicshah ◽

Muhammad Azam ◽

Nizar Bouguila

Keyword(s):

Mixture Models ◽

Data Clustering ◽

Dirichlet Mixture ◽

Variational Learning

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Variational Learning for Finite Generalized Inverted Dirichlet Mixture Models with a Component Splitting Approach

2019 IEEE 28th International Symposium on Industrial Electronics (ISIE) ◽

10.1109/isie.2019.8781300 ◽

2019 ◽

Author(s):

Kamal Maanicshah ◽

Nizar Bouguila ◽

Wentao Fan

Keyword(s):

Mixture Models ◽

Dirichlet Mixture ◽

Inverted Dirichlet ◽

Variational Learning

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Non-Gaussian Data Clustering via Expectation Propagation Learning of Finite Dirichlet Mixture Models and Applications

Neural Processing Letters ◽

10.1007/s11063-013-9293-x ◽

2013 ◽

Vol 39 (2) ◽

pp. 115-135 ◽

Author(s):

Wentao Fan ◽

Nizar Bouguila

Keyword(s):

Mixture Models ◽

Data Clustering ◽

Expectation Propagation ◽

Dirichlet Mixture ◽

Non Gaussian ◽

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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 ◽

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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Online variational learning of finite Dirichlet mixture models

Evolving Systems ◽

10.1007/s12530-012-9047-4 ◽

2012 ◽

Vol 3 (3) ◽

pp. 153-165 ◽

Author(s):

Wentao Fan ◽

Nizar Bouguila

Keyword(s):

Mixture Models ◽

Dirichlet Mixture ◽

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 ◽

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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Variational Learning for Finite Dirichlet Mixture Models and Applications

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2012.2190298 ◽

2012 ◽

Vol 23 (5) ◽

pp. 762-774 ◽

Author(s):

Wentao Fan ◽

N. Bouguila ◽

D. Ziou

Keyword(s):

Mixture Models ◽

Dirichlet Mixture ◽

Variational Learning

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Human Action Recognition Using Accelerated Variational Learning of Infinite Dirichlet Mixture Models

2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA) ◽

10.1109/icmla.2015.68 ◽

2015 ◽

Author(s):

Wentao Fan ◽

Hassen Sallay ◽

Nizar Bouguila ◽

Ji-Xiang Du

Keyword(s):

Mixture Models ◽

Action Recognition ◽

Human Action Recognition ◽

Human Action ◽

Dirichlet Mixture ◽

Variational Learning

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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 ◽

Author(s):

Wentao Fan ◽

Hassen Sallay ◽

Nizar Bouguila ◽

Sami Bourouis

Keyword(s):

Mixture Models ◽

Dirichlet Mixture ◽

Generalized Dirichlet ◽

Variational Learning

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