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Journal of machine learning research, ISSN 1532-4435, 02/2013, Volume 14, Issue 1, pp. 673 - 701
Journal Article
Nature methods, ISSN 1548-7091, 09/2019, Volume 16, Issue 9, pp. 795 - 796
...795 this month Nature Methods | VOL 16 | SEPTEMBER 2019 | 793–796 | www.nature.com/naturemethods POINTS OF SIGNIFICANCE Markov models — hidden Markov models... 
Biochemistry & Molecular Biology | Life Sciences & Biomedicine | Biochemical Research Methods | Science & Technology | Markov processes | Usage | Transition state (Chemistry) | Hidden Markov models | Analysis | Markov chains | Hides
Journal Article
IEEE transactions on image processing, ISSN 1941-0042, 03/2019, Volume 28, Issue 3, pp. 1133 - 1148
.... In particular, the change between mouse neighboring actions is swift in a short period. In this paper, we develop and implement a novel hidden Markov model (HMM... 
spatial-temporal segment | Visualization | segment aggregate network | Aggregates | hidden Markov model | Hidden Markov models | Fisher vector | Rats | Feature extraction | Mice | Mouse behaviors | Diseases | State of the art | Dynamic tests | Architecture | Data sets | Machine learning | Markov models | Behavior | Recognition
Journal Article
Artificial intelligence, ISSN 0004-3702, 02/2010, Volume 174, Issue 2, pp. 215 - 243
Journal Article
2013, AFSC processed report, Volume 2013-04., v, 34
Hidden Markov models (HMM) provide a simple, elegant and general structure for development of existing and new models for capture-recapture analysis... 
models | Hidden Markov models | capture-recapture models | analysis | Cormack-Jolly-Seber model
Book
Behavior research methods, ISSN 1554-3528, 04/2017, Volume 50, Issue 1, pp. 362 - 379
Journal Article
02/2017, Methods in Molecular Biology, ISBN 1493967517, Volume 1552
eBook
Pattern recognition, ISSN 0031-3203, 09/2009, Volume 42, Issue 9, pp. 2106 - 2116
.... This is a typical instance of the query-by-example paradigm. In this article, we introduce a statistical framework for the word-spotting problem which employs hidden Markov models (HMMs... 
Hidden Markov model | Universal vocabulary | Handwriting recognition | Score normalization | Word-spotting | Engineering, Electrical & Electronic | Engineering | Computer Science, Artificial Intelligence | Technology | Computer Science | Science & Technology | Markov processes | Analysis | Models
Journal Article
Journal of the American Statistical Association, ISSN 1537-274X, 05/2017, Volume 112, Issue 517, pp. 424 - 435
Motivated from a changing market environment over time, we consider high-dimensional data such as financial returns, generated by a hidden Markov model that allows for switching between different regimes or states... 
Hidden Markov model | EM algorithm | Shrinkage estimator | Statistics & Probability | Physical Sciences | Mathematics | Science & Technology | Algorithms | Computer simulation | Covariance | Simulation | Motivation | Dimensional changes | Markov chains | Matrices | Shrinkage | Markov analysis | Estimators
Journal Article
IEEE transactions on information theory, ISSN 1557-9654, 12/2019, Volume 65, Issue 12, pp. 7950 - 7975
The analyticity of the entropy and relative entropy rates of continuous-state hidden Markov models is studied here... 
analytic continuation | Analytical models | Biological system modeling | entropy rate | Hidden Markov models | Markov processes | relative entropy rate | Entropy | log-likelihood | Kernel | optimal filter
Journal Article
New journal of physics, ISSN 1367-2630, 07/2015, Volume 17, Issue 7, p. 75003
The formalism of state estimation and hidden Markov models can simplify and clarify the discussion of stochastic thermodynamics in the presence of feedback and measurement errors... 
feedback | hidden Markov models | information theory | nonequilibrium thermodynamics | Physics, Multidisciplinary | Physical Sciences | Physics | Science & Technology | Thermodynamics | Engine noise | Information flow | Markov chains | Markov analysis | Noise measurement | Phase transitions | State estimation | Noise control | Formalism | Feedback | Displays | Mathematical models | Control theory | Stochasticity | Physics - Statistical Mechanics
Journal Article
Proceedings of the IEEE, ISSN 0018-9219, 05/2013, Volume 101, Issue 5, pp. 1234 - 1252
Journal Article
Foundations and trends in signal processing, ISSN 1932-8346, 2007, Volume 1, Issue 3, pp. 195 - 304
Journal Article
Journal Article
2016, 2, Monographs on statistics and applied probability, ISBN 1482253836, Volume 110, 398
Hidden Markov Models for Time Series: An Introduction Using R, Second Edition illustrates the great flexibility of hidden Markov models (HMMs... 
Statistical Theory & Methods | Statistics for the Biological Sciences | Statistical Computing | Hidden Markov models | R (Computer program language) | Time-series analysis
eBook