Hybrid generative discriminative approaches based on Multinomial Scaled Dirichlet mixture models

Applied Intelligence ◽

10.1007/s10489-019-01437-0 ◽

2019 ◽

Vol 49 (11) ◽

pp. 3783-3800 ◽

Author(s):

Nuha Zamzami ◽

Nizar Bouguila

Keyword(s):

Mixture Models ◽

Dirichlet Mixture

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Big Data Analytics for Intrusion Detection System: Statistical Decision-Making Using Finite Dirichlet Mixture Models

Data Analytics and Decision Support for Cybersecurity - Data Analytics ◽

10.1007/978-3-319-59439-2_5 ◽

2017 ◽

pp. 127-156 ◽

Author(s):

Nour Moustafa ◽

Gideon Creech ◽

Jill Slay

Keyword(s):

Decision Making ◽

Big Data ◽

Intrusion Detection ◽

Mixture Models ◽

Data Analytics ◽

Detection System ◽

Big Data Analytics ◽

Statistical Decision ◽

Dirichlet Mixture ◽

Statistical Decision Making

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Super-dirichlet mixture models using differential line spectral frequencies for text-independent speaker identification

10.21437/interspeech.2011-60 ◽

2011 ◽

Author(s):

Zhanyu Ma ◽

Arne Leijon

Keyword(s):

Mixture Models ◽

Speaker Identification ◽

Differential Line ◽

Dirichlet Mixture

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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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Dirichlet Mixture Models of neural net posteriors for HMM-based speech recognition

2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2011.5947486 ◽

2011 ◽

Author(s):

Balakrishnan V ◽

G.S.V.S. Sivaram ◽

Sanjeev Khudanpur

Keyword(s):

Speech Recognition ◽

Mixture Models ◽

Dirichlet Mixture

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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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Hyperspectral image segmentation using the Dirichlet mixture models

2014 22nd Signal Processing and Communications Applications Conference (SIU) ◽

10.1109/siu.2014.6830396 ◽

2014 ◽

Author(s):

Ibrahim Onur Sigirci ◽

Gokhan Bilgin

Keyword(s):

Image Segmentation ◽

Mixture Models ◽

Hyperspectral Image ◽

Dirichlet Mixture

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Hybrid Dirichlet mixture models for functional data

Journal of the Royal Statistical Society Series B (Statistical Methodology) ◽

10.1111/j.1467-9868.2009.00708.x ◽

2009 ◽

Vol 71 (4) ◽

pp. 755-782 ◽

Author(s):

Sonia Petrone ◽

Michele Guindani ◽

Alan E. Gelfand

Keyword(s):

Mixture Models ◽

Functional Data ◽

Dirichlet Mixture

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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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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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Unsupervised Learning Using Variational Inference on Finite Inverted Dirichlet Mixture Models with Component Splitting

Wireless Personal Communications ◽

10.1007/s11277-021-08308-3 ◽

2021 ◽

Author(s):

Kamal Maanicshah ◽

Manar Amayri ◽

Nizar Bouguila ◽

Wentao Fan

Keyword(s):

Unsupervised Learning ◽

Mixture Models ◽

Variational Inference ◽

Dirichlet Mixture ◽

Inverted Dirichlet

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