Nonparametric Localized Feature Selection via a Dirichlet Process Mixture of Generalized Dirichlet Distributions

Neural Information Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-642-34487-9_4 ◽

2012 ◽

pp. 25-33 ◽

Author(s):

Wentao Fan ◽

Nizar Bouguila

Keyword(s):

Feature Selection ◽

Dirichlet Process ◽

Dirichlet Process Mixture ◽

Dirichlet Distributions ◽

Generalized Dirichlet

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A hierarchical Dirichlet process mixture of generalized Dirichlet distributions for feature selection

Computers & Electrical Engineering ◽

10.1016/j.compeleceng.2015.03.018 ◽

2015 ◽

Vol 43 ◽

pp. 48-65 ◽

Author(s):

Wentao Fan ◽

Hassen Sallay ◽

Nizar Bouguila ◽

Sami Bourouis

Keyword(s):

Feature Selection ◽

Dirichlet Process ◽

Dirichlet Process Mixture ◽

Hierarchical Dirichlet Process ◽

Dirichlet Distributions ◽

Generalized Dirichlet

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Variational learning of a Dirichlet process of generalized Dirichlet distributions for simultaneous clustering and feature selection

Pattern Recognition ◽

10.1016/j.patcog.2013.03.026 ◽

2013 ◽

Vol 46 (10) ◽

pp. 2754-2769 ◽

Author(s):

Wentao Fan ◽

Nizar Bouguila

Keyword(s):

Feature Selection ◽

Dirichlet Process ◽

Dirichlet Distributions ◽

Generalized Dirichlet ◽

Variational Learning

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A Dirichlet Process Mixture of Generalized Dirichlet Distributions for Proportional Data Modeling

IEEE Transactions on Neural Networks ◽

10.1109/tnn.2009.2034851 ◽

2010 ◽

Vol 21 (1) ◽

pp. 107-122 ◽

Author(s):

N. Bouguila ◽

D. Ziou

Keyword(s):

Dirichlet Process ◽

Data Modeling ◽

Dirichlet Process Mixture ◽

Dirichlet Distributions ◽

Proportional Data ◽

Generalized Dirichlet

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A hierarchical Dirichlet process mixture of GID Distributions with feature selection for spatio-temporal video modeling and segmentation

2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2017.7952661 ◽

2017 ◽

Author(s):

Wentao Fan ◽

Nizar Bouguila ◽

Xin Liu

Keyword(s):

Feature Selection ◽

Video Modeling ◽

Dirichlet Process ◽

Dirichlet Process Mixture ◽

Hierarchical Dirichlet Process ◽

Selection For ◽

Spatio Temporal

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Variational Bayesian Learning for Dirichlet Process Mixture of Inverted Dirichlet Distributions in Non-Gaussian Image Feature Modeling

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2018.2844399 ◽

2019 ◽

Vol 30 (2) ◽

pp. 449-463 ◽

Author(s):

Zhanyu Ma ◽

Yuping Lai ◽

W. Bastiaan Kleijn ◽

Yi-Zhe Song ◽

Liang Wang ◽

...

Keyword(s):

Dirichlet Process ◽

Bayesian Learning ◽

Feature Modeling ◽

Image Feature ◽

Dirichlet Process Mixture ◽

Variational Bayesian ◽

Gaussian Image ◽

Dirichlet Distributions ◽

Non Gaussian ◽

Inverted Dirichlet

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L 2 Normalized Data Clustering Through the Dirichlet Process Mixture Model of von Mises Distributions with Localized Feature Selection

Unsupervised and Semi-Supervised Learning - Mixture Models and Applications ◽

10.1007/978-3-030-23876-6_6 ◽

2019 ◽

pp. 109-123

Author(s):

Wentao Fan ◽

Nizar Bouguila ◽

Yewang Chen ◽

Ziyi Chen

Keyword(s):

Feature Selection ◽

Mixture Model ◽

Data Clustering ◽

Dirichlet Process ◽

Dirichlet Process Mixture ◽

Dirichlet Process Mixture Model ◽

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Document clustering via dirichlet process mixture model with feature selection

Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '10 ◽

10.1145/1835804.1835901 ◽

2010 ◽

Author(s):

Guan Yu ◽

Ruizhang Huang ◽

Zhaojun Wang

Keyword(s):

Feature Selection ◽

Mixture Model ◽

Dirichlet Process ◽

Document Clustering ◽

Dirichlet Process Mixture ◽

Dirichlet Process Mixture Model

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A Dirichlet process mixture of dirichlet distributions for classification and prediction

2008 IEEE Workshop on Machine Learning for Signal Processing ◽

10.1109/mlsp.2008.4685496 ◽

2008 ◽

Author(s):

Nizar Bouguila ◽

Djemel Ziou

Keyword(s):

Dirichlet Process ◽

Dirichlet Process Mixture ◽

Dirichlet Distributions

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Variational Learning of Dirichlet Process Mixtures of Generalized Dirichlet Distributions and Its Applications

Advanced Data Mining and Applications - Lecture Notes in Computer Science ◽

10.1007/978-3-642-35527-1_17 ◽

2012 ◽

pp. 199-213 ◽

Author(s):

Wentao Fan ◽

Nizar Bouguila

Keyword(s):

Dirichlet Process ◽

Dirichlet Distributions ◽

Dirichlet Process Mixtures ◽

Generalized Dirichlet ◽

Variational Learning

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Online Learning of Hierarchical Pitman-Yor Process Mixture of Generalized Dirichlet Distributions With Feature Selection

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2016.2574500 ◽

2016 ◽

pp. 1-14 ◽

Author(s):

Wentao Fan ◽

Hassen Sallay ◽

Nizar Bouguila

Keyword(s):

Feature Selection ◽

Online Learning ◽

Dirichlet Distributions ◽

Generalized Dirichlet

Download Full-text