Learning Hidden Markov Models Using Nonnegative Matrix Factorization

IEEE Transactions on Information Theory ◽

10.1109/tit.2011.2132490 ◽

2011 ◽

Vol 57 (6) ◽

pp. 3963-3970 ◽

Author(s):

George Cybenko ◽

Valentino Crespi

Keyword(s):

Hidden Markov Models ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Markov Models ◽

Hidden Markov ◽

Nonnegative Matrix

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Hidden Markov models as priors for regularized nonnegative matrix factorization in single-channel source separation

10.21437/interspeech.2012-433 ◽

2012 ◽

Author(s):

Emad M. Grais ◽

Hakan Erdogan

Keyword(s):

Hidden Markov Models ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Markov Models ◽

Single Channel ◽

Hidden Markov ◽

Source Separation ◽

Nonnegative Matrix

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Topic Models, Nonnegative Matrix Factorization, Hidden Markov Models, and Graphical Models

Foundations of Data Science ◽

10.1017/9781108755528.009 ◽

2020 ◽

pp. 274-317

Keyword(s):

Hidden Markov Models ◽

Graphical Models ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Markov Models ◽

Hidden Markov ◽

Topic Models ◽

Nonnegative Matrix

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Non-negative matrix factorization for parameter estimation in hidden Markov models

2010 IEEE International Workshop on Machine Learning for Signal Processing ◽

10.1109/mlsp.2010.5589231 ◽

2010 ◽

Author(s):

Balaji Lakshminarayanan ◽

Raviv Raich

Keyword(s):

Parameter Estimation ◽

Hidden Markov Models ◽

Matrix Factorization ◽

Markov Models ◽

Hidden Markov ◽

Non Negative Matrix Factorization

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Learning Hidden Markov Models Using Probabilistic Matrix Factorization

Studies in Big Data - Data Mining for Service ◽

10.1007/978-3-642-45252-9_3 ◽

2014 ◽

pp. 27-39

Author(s):

Ashutosh Tewari ◽

Michael J. Giering

Keyword(s):

Hidden Markov Models ◽

Matrix Factorization ◽

Markov Models ◽

Hidden Markov ◽

Probabilistic Matrix Factorization

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Structured nonnegative matrix factorization with applications to hidden Markov realization and clustering

Linear Algebra and its Applications ◽

10.1016/j.laa.2008.03.010 ◽

2008 ◽

Vol 429 (7) ◽

pp. 1409-1424 ◽

Author(s):

Bart Vanluyten ◽

Jan C. Willems ◽

Bart De Moor

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Hidden Markov ◽

Nonnegative Matrix

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Metamorphic malware detection using structural features and nonnegative matrix factorization with hidden markov model

Journal of Computer Virology and Hacking Techniques ◽

10.1007/s11416-021-00404-z ◽

2021 ◽

Author(s):

Yeong Tyng Ling ◽

Nor Fazlida Mohd Sani ◽

Mohd Taufik Abdullah ◽

Nor Asilah Wati Abdul Hamid

Keyword(s):

Markov Model ◽

Hidden Markov Model ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Hidden Markov ◽

Malware Detection ◽

Nonnegative Matrix ◽

Structural Features ◽

Metamorphic Malware

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Orthogonal nonnegative matrix factorization based local hidden Markov model for multimode process monitoring

Chinese Journal of Chemical Engineering ◽

10.1016/j.cjche.2016.01.016 ◽

2016 ◽

Vol 24 (7) ◽

pp. 856-860 ◽

Author(s):

Fan Wang ◽

Honglin Zhu ◽

Shuai Tan ◽

Hongbo Shi

Keyword(s):

Markov Model ◽

Hidden Markov Model ◽

Process Monitoring ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Hidden Markov ◽

Nonnegative Matrix

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Recursive identification of chain dynamics in Hidden Markov Models using Non-Negative Matrix Factorization

2015 54th IEEE Conference on Decision and Control (CDC) ◽

10.1109/cdc.2015.7402843 ◽

2015 ◽

Author(s):

Robert Mattila ◽

Vikram Krishnamurthy ◽

Bo Wahlberg

Keyword(s):

Hidden Markov Models ◽

Matrix Factorization ◽

Markov Models ◽

Hidden Markov ◽

Recursive Identification ◽

Chain Dynamics ◽

Non Negative Matrix Factorization

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Nonnegative Matrix Factorization and Document Classification

10.15368/theses.2015.110 ◽

2015 ◽

Author(s):

Stephen Calabrese

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Document Classification

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Estimating Personality Impression from Speech Record Using Hidden Markov Models

IEEJ Transactions on Electronics Information and Systems ◽

10.1541/ieejeiss.135.1517 ◽

2015 ◽

Vol 135 (12) ◽

pp. 1517-1523 ◽

Author(s):

Yicheng Jin ◽

Takuto Sakuma ◽

Shohei Kato ◽

Tsutomu Kunitachi

Keyword(s):

Hidden Markov Models ◽

Markov Models ◽

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