A Posteriori Probability Distances between Finite-Alphabet Hidden Markov Models

IFAC Proceedings Volumes ◽

10.1016/s1474-6670(17)30540-2 ◽

2004 ◽

Vol 37 (21) ◽

pp. 627-632

Author(s):

Li Xie ◽

Valery A. Ugrinovskii ◽

Ian R. Petersen

Keyword(s):

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Finite Alphabet ◽

Posteriori Probability ◽

A Posteriori ◽

A Posteriori Probability

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A Posteriori Probability Distances Between Finite-Alphabet Hidden Markov Models

IEEE Transactions on Information Theory ◽

10.1109/tit.2006.887076 ◽

2007 ◽

Vol 53 (2) ◽

pp. 783-793 ◽

Author(s):

Li Xie ◽

Valery A. Ugrinovskii ◽

Ian R. Petersen

Keyword(s):

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Finite Alphabet ◽

Posteriori Probability ◽

A Posteriori ◽

A Posteriori Probability

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Maximum a Posteriori Approximation of Hidden Markov Models for Proportional Sequential Data Modeling With Simultaneous Feature Selection

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2021.3071083 ◽

2021 ◽

pp. 1-12

Author(s):

Samr Ali ◽

Nizar Bouguila

Keyword(s):

Feature Selection ◽

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Data Modeling ◽

Maximum A Posteriori ◽

Sequential Data ◽

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Probabilistic distances between finite-state finite-alphabet hidden Markov models

IEEE Transactions on Automatic Control ◽

10.1109/tac.2005.844896 ◽

2005 ◽

Vol 50 (4) ◽

pp. 505-511 ◽

Author(s):

Li Xie ◽

V.A. Ugrinovskii ◽

I.R. Petersen

Keyword(s):

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Finite Alphabet ◽

Probabilistic Distances ◽

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Properties of the maximum a posteriori path estimator in hidden Markov models

IEEE Transactions on Information Theory ◽

10.1109/tit.2005.860425 ◽

2006 ◽

Vol 52 (1) ◽

pp. 41-51 ◽

Author(s):

A. Calie

Keyword(s):

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Maximum A Posteriori ◽

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Convergence of the maximum a posteriori path estimator in hidden Markov models

IEEE Transactions on Information Theory ◽

10.1109/tit.2002.1013123 ◽

2002 ◽

Vol 48 (7) ◽

pp. 1750-1758 ◽

Author(s):

A. Caliebe ◽

U. Rosler

Keyword(s):

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Maximum A Posteriori ◽

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Statistical Physics Analysis of Maximum a Posteriori Estimation for Multi-channel Hidden Markov Models

Journal of Statistical Physics ◽

10.1007/s10955-013-0711-2 ◽

2013 ◽

Vol 150 (4) ◽

pp. 744-775 ◽

Author(s):

Avik Halder ◽

Ansuman Adhikary

Keyword(s):

Hidden Markov Models ◽

Statistical Physics ◽

Markov Models ◽

Hidden Markov ◽

Maximum A Posteriori ◽

A Posteriori ◽

Maximum A Posteriori Estimation ◽

Posteriori Estimation

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Simulated annealing for maximum a posteriori parameter estimation of hidden Markov models

IEEE Transactions on Information Theory ◽

10.1109/18.841176 ◽

2000 ◽

Vol 46 (3) ◽

pp. 994-1004 ◽

Author(s):

C. Andrieu ◽

A. Doucet

Keyword(s):

Parameter Estimation ◽

Simulated Annealing ◽

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Maximum A Posteriori ◽

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Probabilistic distances between finite-state finite-alphabet hidden Markov models

42nd IEEE International Conference on Decision and Control (IEEE Cat. No.03CH37475) ◽

10.1109/cdc.2003.1272487 ◽

2004 ◽

Author(s):

Li Xie ◽

V.A. Ugrinovskii ◽

I.R. Petersen

Keyword(s):

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Finite Alphabet ◽

Probabilistic Distances ◽

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Finite horizon robust state estimation for uncertain finite-alphabet hidden Markov models with conditional relative entropy constraints

2004 43rd IEEE Conference on Decision and Control (CDC) (IEEE Cat. No.04CH37601) ◽

10.1109/cdc.2004.1429459 ◽

2004 ◽

Author(s):

Li Xie ◽

V.A. Ugrinovskii ◽

I.R. Petersen

Keyword(s):

State Estimation ◽

Hidden Markov Models ◽

Relative Entropy ◽

Markov Models ◽

Hidden Markov ◽

Finite Horizon ◽

Finite Alphabet

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Maximum A Posteriori Approximation of Dirichlet and Beta-Liouville Hidden Markov Models for Proportional Sequential Data Modeling

2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC) ◽

10.1109/smc42975.2020.9283011 ◽

2020 ◽

Author(s):

Samr Ali ◽

Nizar Bouguila

Keyword(s):

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Data Modeling ◽

Maximum A Posteriori ◽

Sequential Data ◽

Download Full-text