Factorial Hidden Markov Models by Ghahramani, Zoubin, Jordan, Michael I.

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Hidden Markov models for gesture recognition by Tanguay, Donald O. (Donald Ovila)

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Model reduction for Hidden Markov models by Kotsalis, Georgios

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Equivalence and Reduction of Hidden Markov Models by Balasubramanian, Vijay

“…This report studies when and why two Hidden Markov Models (HMMs) may represent the same stochastic process. …”
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Minimal Realization Problems for Hidden Markov Models by Ge, Rong, Kakade, Sham, Huang, Qingqing, Dahleh, Munther A

“…This paper addresses two fundamental problems in the context of hidden Markov models (HMMs). The first problem is concerned with the characterization and computation of a minimal order HMM that realizes the exact joint densities of an output process based on only finite strings of such densities (known as HMM partial realization problem). …”
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Graphical analysis of hidden Markov model experiments by Seward, D. C. (DeWitt Clinton)

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On-line handwriting recognition using hidden Markov models by Shu, Han

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Automatic refinement of hidden Markov models for speech recognition by Schlueter, Stephen

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Two new approaches for learning Hidden Markov Models by Kim, Hyun Soo, M. Eng. Massachusetts Institute of Technology

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Hidden Markov model analysis of subcellular particle trajectories by Dey, Arkajit

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Inventory estimation from transactions via hidden Markov models by Bhan, Nirav

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Hidden Markov Models for analysis of pilot instrument scanning and attention switching by Hayashi, Miwa

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Visual recognition of American sign language using hidden Markov models by Starner, Thad

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A case study in robust quickest detection for hidden Markov models by Atwi, Aliaa

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Hidden Markov Model inference copy number change in array-CGH data by Zhang, Yunyu

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Comparing Learning Techniques for Hidden Markov Models of Human Supervisory Control Behavior by Cummings, M. L., Las Fargeas, Jonathan C., Roy, Nicholas, Boussemart, Yves

“…In this paper, we make use of Hidden Markov Models (HMMs) applied to human supervisory control behaviors. …”
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Gesture spotting and recognition using salience detection and concatenated hidden markov models by Yin, Ying, Davis, Randall

“…We developed a gesture salience based hand tracking method, and a gesture spotting and recognition method based on concatenated hidden Markov models. A 3-fold cross validation using the ChAirGest development data set with 10 users gives an F1 score of 0.907 and an accurate temporal segmentation rate (ATSR) of 0.923. …”
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Multi-scale chromatin state annotation using a hierarchical hidden Markov model by Huang, Jialiang, Glass, Kimberly, Pinello, Luca, Yuan, Guo-Cheng, Marco Rubio, Eugenio, Meuleman, Wouter, Wang, Jianrong, Kellis, Manolis

“…To overcome this limitation, we present a hierarchical hidden Markov model, diHMM, to systematically annotate chromatin states at multiple length scales. …”
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Online map-matching based on Hidden Markov model for real-time traffic sensing applications by Goh, C. Y., Dauwels, Justin H. G., Mitrovic, Nikola, Asif, Muhammad Tayyab, Oran, Ali, Jaillet, Patrick

“…We propose an online map-matching algorithm based on the Hidden Markov Model (HMM) that is robust to noise and sparseness. …”
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Search for gravitational waves from Scorpius X-1 with a hidden Markov model in O3 LIGO data

“…Results are presented for a semicoherent search for continuous gravitational waves from the low-mass x-ray binary Scorpius X-1, using a hidden Markov model (HMM) to allow for spin wandering. This search improves on previous HMM-based searches of Laser Interferometer Gravitational-Wave Observatory data by including the orbital period in the search template grid, and by analyzing data from the latest (third) observing run. …”
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