A new method for inferring hidden markov models from noisy time sequences.

We present a new method for inferring hidden Markov models from noisy time sequences without the necessity of assuming a model architecture, thus allowing for the detection of degenerate states. This is based on the statistical prediction techniques developed by Crutchfield et al. and generates so c...

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Autores principales: David Kelly, Mark Dillingham, Andrew Hudson, Karoline Wiesner
Formato: article
Lenguaje:EN
Publicado: Public Library of Science (PLoS) 2012
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Acceso en línea:https://doaj.org/article/678cd2a1d61d4313a2778f8a28d08f83
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