Hidden Markov Model Based Adaptive Independent Component Analysis Approach for Complex Chemical Process Monitoring and Fault Detection

Industrial & Engineering Chemistry Research ◽

10.1021/ie300203u ◽

2012 ◽

Vol 51 (15) ◽

pp. 5506-5514 ◽

Author(s):

Mudassir M. Rashid ◽

Jie Yu

Keyword(s):

Fault Detection ◽

Independent Component Analysis ◽

Markov Model ◽

Hidden Markov Model ◽

Process Monitoring ◽

Chemical Process ◽

Hidden Markov ◽

Independent Component ◽

Complex Chemical ◽

Chemical Process Monitoring

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Hidden Markov Model Framework Using Independent Component Analysis Mixture Model

2006 IEEE International Conference on Acoustics Speed and Signal Processing Proceedings ◽

10.1109/icassp.2006.1661335 ◽

2006 ◽

Author(s):

Jian Zhou ◽

Xiao-Ping Zhang

Keyword(s):

Independent Component Analysis ◽

Markov Model ◽

Hidden Markov Model ◽

Mixture Model ◽

Hidden Markov ◽

Component Analysis ◽

Independent Component ◽

Model Framework

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Fault Recognition Method Based on Independent Component Analysis and Hidden Markov Model

Journal of Vibration and Control ◽

10.1177/1077546307066964 ◽

2007 ◽

Vol 13 (2) ◽

pp. 125-137 ◽

Author(s):

Zhinong Li ◽

Jie Han ◽

Junjie Sun ◽

Yongyong He ◽

Fulei Chu

Keyword(s):

Independent Component Analysis ◽

Markov Model ◽

Hidden Markov Model ◽

Hidden Markov ◽

Component Analysis ◽

Independent Component ◽

Recognition Method ◽

Fault Recognition

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Non-Gaussian chemical process monitoring with adaptively weighted independent component analysis and its applications

Journal of Process Control ◽

10.1016/j.jprocont.2013.09.008 ◽

2013 ◽

Vol 23 (9) ◽

pp. 1320-1331 ◽

Author(s):

Qingchao Jiang ◽

Xuefeng Yan

Keyword(s):

Independent Component Analysis ◽

Process Monitoring ◽

Chemical Process ◽

Component Analysis ◽

Independent Component ◽

Non Gaussian ◽

Chemical Process Monitoring

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Silhouette-based Human Activity Recognition Using Independent Component Analysis, Linear Discriminant Analysis and Hidden Markov Model

New Developments in Biomedical Engineering ◽

10.5772/7614 ◽

2010 ◽

Author(s):

Tae-Seong Kim ◽

Zia Uddi

Keyword(s):

Discriminant Analysis ◽

Independent Component Analysis ◽

Markov Model ◽

Hidden Markov Model ◽

Linear Discriminant Analysis ◽

Activity Recognition ◽

Human Activity ◽

Hidden Markov ◽

Independent Component ◽

Linear Discriminant

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spatiotemporal human facial expression recognition using fisher independent component analysis and Hidden Markov Model

2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/iembs.2008.4649719 ◽

2008 ◽

Author(s):

J. J. Lee ◽

Md. Zia Uddin ◽

T.-S. Kim

Keyword(s):

Independent Component Analysis ◽

Facial Expression ◽

Markov Model ◽

Hidden Markov Model ◽

Facial Expression Recognition ◽

Hidden Markov ◽

Component Analysis ◽

Independent Component ◽

Expression Recognition ◽

Human Facial Expression

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Human Facial Expression Recognition Using Fisher Independent Component Analysis and Hidden Markov Model

Biomedical Engineering ◽

10.5772/7847 ◽

2009 ◽

Author(s):

Tae-Seong Kim ◽

Jee Jun

Keyword(s):

Independent Component Analysis ◽

Facial Expression ◽

Markov Model ◽

Hidden Markov Model ◽

Facial Expression Recognition ◽

Hidden Markov ◽

Component Analysis ◽

Independent Component ◽

Expression Recognition ◽

Human Facial Expression

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Classifying the speech response of the brain using Gaussian hidden markov model (HMM) with independent component analysis (ICA)

2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

10.1109/embc.2013.6610494 ◽

2013 ◽

Author(s):

Jongin Kim ◽

Suh-Kyung Lee ◽

Boreom Lee

Keyword(s):

Independent Component Analysis ◽

Markov Model ◽

Hidden Markov Model ◽

Hidden Markov ◽

Component Analysis ◽

Independent Component ◽

The Brain ◽

Speech Response

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Fault recognition method for speed-up and speed-down process of rotating machinery based on independent component analysis and Factorial Hidden Markov Model

Journal of Sound and Vibration ◽

10.1016/j.jsv.2005.05.020 ◽

2006 ◽

Vol 291 (1-2) ◽

pp. 60-71 ◽

Author(s):

Zhinong Li ◽

Yongyong He ◽

Fulei Chu ◽

Jie Han ◽

Wei Hao

Keyword(s):

Independent Component Analysis ◽

Markov Model ◽

Hidden Markov Model ◽

Hidden Markov ◽

Component Analysis ◽

Rotating Machinery ◽

Independent Component ◽

Recognition Method ◽

Fault Recognition ◽

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Chemical process monitoring and fault diagnosis based on independent component analysis

Fifth World Congress on Intelligent Control and Automation (IEEE Cat. No.04EX788) ◽

10.1109/wcica.2004.1340933 ◽

2004 ◽

Author(s):

Guo-jin Chen ◽

Jun Liang ◽

Ji-xin Qian

Keyword(s):

Fault Diagnosis ◽

Independent Component Analysis ◽

Process Monitoring ◽

Chemical Process ◽

Component Analysis ◽

Independent Component ◽

Chemical Process Monitoring

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Shape-Based Human Activity Recognition Using Independent Component Analysis and Hidden Markov Model

New Frontiers in Applied Artificial Intelligence - Lecture Notes in Computer Science ◽

10.1007/978-3-540-69052-8_26 ◽

2008 ◽

pp. 245-254 ◽

Author(s):

Md. Zia Uddin ◽

J. J. Lee ◽

T. -S. Kim

Keyword(s):

Independent Component Analysis ◽

Markov Model ◽

Hidden Markov Model ◽

Activity Recognition ◽

Human Activity ◽

Hidden Markov ◽

Component Analysis ◽

Human Activity Recognition ◽

Independent Component

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