Macroeconomic Regime Identification Using a Two-Step Approach With Independent Component Analysis and Hidden Markov Models

SSRN Electronic Journal ◽

10.2139/ssrn.3391292 ◽

2019 ◽

Author(s):

Renda Rundle ◽

Francesca Medda

Keyword(s):

Independent Component Analysis ◽

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Component Analysis ◽

Independent Component

Download Full-text

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

Download Full-text

Hidden Markov Independent Component Analysis

Advances in Independent Component Analysis - Perspectives in Neural Computing ◽

10.1007/978-1-4471-0443-8_1 ◽

2000 ◽

pp. 3-22 ◽

Author(s):

William D. Penny ◽

Richard M. Everson ◽

Stephen J. Roberts

Keyword(s):

Independent Component Analysis ◽

Hidden Markov ◽

Component Analysis ◽

Independent Component

Download Full-text

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

Download Full-text

Hidden Markov models & principal component analysis for multispectral palmprint identification

2015 5th International Conference on Information & Communication Technology and Accessibility (ICTA) ◽

10.1109/icta.2015.7426898 ◽

2015 ◽

Author(s):

Abdallah Meraoumia ◽

Maarouf Korichi ◽

Salim Chitroub ◽

Ahmed Bouridane

Keyword(s):

Principal Component Analysis ◽

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Principal Component ◽

Component Analysis ◽

Palmprint Identification

Download Full-text

State Estimation Schemes for Independent Component Coupled Hidden Markov Models

Stochastic Analysis and Applications ◽

10.1080/07362991003708481 ◽

2010 ◽

Vol 28 (3) ◽

pp. 430-446

Author(s):

W. P. Malcolm ◽

Novi Quadrianto ◽

Lakhdar Aggoun

Keyword(s):

State Estimation ◽

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Independent Component ◽

Coupled Hidden Markov Models

Download Full-text

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

Download Full-text

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

Download Full-text

Set-Oriented Dimension Reduction: Localizing Principal Component Analysis Via Hidden Markov Models

Computational Life Sciences II - Lecture Notes in Computer Science ◽

10.1007/11875741_8 ◽

2006 ◽

pp. 74-85 ◽

Author(s):

Illia Horenko ◽

Johannes Schmidt-Ehrenberg ◽

Christof Schütte

Keyword(s):

Principal Component Analysis ◽

Dimension Reduction ◽

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Principal Component ◽

Component Analysis

Download Full-text

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

Download Full-text

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 ◽

Download Full-text