A survey of feature selection methods for Gaussian mixture models and hidden Markov models

Stephen Adams; Peter A. Beling

doi:10.1007/s10462-017-9581-3

A survey of feature selection methods for Gaussian mixture models and hidden Markov models

Artificial Intelligence Review ◽

10.1007/s10462-017-9581-3 ◽

2017 ◽

Vol 52 (3) ◽

pp. 1739-1779 ◽

Cited By ~ 7

Author(s):

Stephen Adams ◽

Peter A. Beling

Keyword(s):

Feature Selection ◽

Hidden Markov Models ◽

Mixture Models ◽

Markov Models ◽

Hidden Markov ◽

Gaussian Mixture Models ◽

Gaussian Mixture ◽

Selection Methods

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Encrypted traffic classification based on Gaussian mixture models and Hidden Markov Models

Journal of Network and Computer Applications ◽

10.1016/j.jnca.2020.102711 ◽

2020 ◽

Vol 166 ◽

pp. 102711 ◽

Cited By ~ 2

Author(s):

Zhongjiang Yao ◽

Jingguo Ge ◽

Yulei Wu ◽

Xiaosheng Lin ◽

Runkang He ◽

...

Keyword(s):

Hidden Markov Models ◽

Mixture Models ◽

Markov Models ◽

Hidden Markov ◽

Gaussian Mixture Models ◽

Gaussian Mixture ◽

Traffic Classification ◽

Encrypted Traffic

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A System with Hidden Markov Models and Gaussian Mixture Models for 3D Handwriting Recognition on Handheld Devices Using Accelerometers

Behavior Computing ◽

10.1007/978-1-4471-2969-1_21 ◽

2012 ◽

pp. 327-336 ◽

Cited By ~ 1

Author(s):

Wang-Hsin Hsu ◽

Yi-Yuan Chiang ◽

Jung-Shyr Wu

Keyword(s):

Hidden Markov Models ◽

Mixture Models ◽

Markov Models ◽

Hidden Markov ◽

Handwriting Recognition ◽

Gaussian Mixture Models ◽

Gaussian Mixture ◽

Handheld Devices

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A Hybrid System with Hidden Markov Models and Gaussian Mixture Models for Myocardial Infarction Classification with 12-Lead ECGs

2009 11th IEEE International Conference on High Performance Computing and Communications ◽

10.1109/hpcc.2009.66 ◽

2009 ◽

Cited By ~ 3

Author(s):

Pei-Chann Chang ◽

Jui-Chien Hsieh ◽

Jyun-Jie Lin ◽

Yen-Hung Chou ◽

Chen-Hao Liu

Keyword(s):

Myocardial Infarction ◽

Hidden Markov Models ◽

Mixture Models ◽

Hybrid System ◽

Markov Models ◽

Hidden Markov ◽

Gaussian Mixture Models ◽

Gaussian Mixture

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Hidden Markov Models and Gaussian Mixture Models for Bearing Fault Detection Using Fractals

The 2006 IEEE International Joint Conference on Neural Network Proceedings ◽

10.1109/ijcnn.2006.1716539 ◽

2006 ◽

Cited By ~ 2

Author(s):

T. Marwala ◽

U. Mahola ◽

F.V. Nelwamondo

Keyword(s):

Fault Detection ◽

Hidden Markov Models ◽

Mixture Models ◽

Markov Models ◽

Hidden Markov ◽

Gaussian Mixture Models ◽

Gaussian Mixture ◽

Bearing Fault ◽

Bearing Fault Detection

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Hidden Markov Models and Gaussian Mixture Models for Bearing Fault Detection Using Fractals

The 2006 IEEE International Joint Conference on Neural Network Proceedings ◽

10.1109/ijcnn.2006.247310 ◽

2006 ◽

Cited By ~ 7

Author(s):

T. Marwala ◽

U. Mahola ◽

F.V. Nelwamondo

Keyword(s):

Fault Detection ◽

Hidden Markov Models ◽

Mixture Models ◽

Markov Models ◽

Hidden Markov ◽

Gaussian Mixture Models ◽

Gaussian Mixture ◽

Bearing Fault ◽

Bearing Fault Detection

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Myocardial infarction classification with multi-lead ECG using hidden Markov models and Gaussian mixture models

Applied Soft Computing ◽

10.1016/j.asoc.2012.06.004 ◽

2012 ◽

Vol 12 (10) ◽

pp. 3165-3175 ◽

Cited By ~ 61

Author(s):

Pei-Chann Chang ◽

Jyun-Jie Lin ◽

Jui-Chien Hsieh ◽

Julia Weng

Keyword(s):

Myocardial Infarction ◽

Hidden Markov Models ◽

Mixture Models ◽

Markov Models ◽

Hidden Markov ◽

Gaussian Mixture Models ◽

Gaussian Mixture

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Automatic classification of vocalizations with Gaussian Mixture Models and Hidden Markov Models

The Journal of the Acoustical Society of America ◽

10.1121/1.2933896 ◽

2008 ◽

Vol 123 (5) ◽

pp. 3345-3345 ◽

Cited By ~ 3

Author(s):

Judith C. Brown ◽

Paris Smaragdis

Keyword(s):

Hidden Markov Models ◽

Mixture Models ◽

Markov Models ◽

Hidden Markov ◽

Gaussian Mixture Models ◽

Gaussian Mixture ◽

Automatic Classification

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Gaussian Mixture Models and Hidden Markov Models for Condition Monitoring

Condition Monitoring Using Computational Intelligence Methods ◽

10.1007/978-1-4471-2380-4_6 ◽

2011 ◽

pp. 111-130 ◽

Cited By ~ 1

Author(s):

Tshilidzi Marwala

Keyword(s):

Hidden Markov Models ◽

Mixture Models ◽

Condition Monitoring ◽

Markov Models ◽

Hidden Markov ◽

Gaussian Mixture Models ◽

Gaussian Mixture

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Dynamic Grasp Recognition Using Time Clustering, Gaussian Mixture Models and Hidden Markov Models

Advanced Robotics ◽

10.1163/156855309x462628 ◽

2009 ◽

Vol 23 (10) ◽

pp. 1359-1371 ◽

Cited By ~ 22

Author(s):

Zhaojie Ju ◽

Honghai Liu ◽

Xiangyang Zhu ◽

Youlun Xiong

Keyword(s):

Hidden Markov Models ◽

Mixture Models ◽

Markov Models ◽

Hidden Markov ◽

Gaussian Mixture Models ◽

Gaussian Mixture

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Dynamic Grasp Recognition Using Time Clustering, Gaussian Mixture Models and Hidden Markov Models

Intelligent Robotics and Applications - Lecture Notes in Computer Science ◽

10.1007/978-3-540-88513-9_72 ◽

2008 ◽

pp. 669-678 ◽

Cited By ~ 5

Author(s):

Zhaojie Ju ◽

Honghai Liu ◽

Xiangyang Zhu ◽

Youlun Xiong

Keyword(s):

Hidden Markov Models ◽

Mixture Models ◽

Markov Models ◽

Hidden Markov ◽

Gaussian Mixture Models ◽

Gaussian Mixture

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