Articles with "inference factorial" as a keyword



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FactorialHMM: fast and exact inference in factorial hidden Markov models

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Published in 2019 at "Bioinformatics"

DOI: 10.1093/bioinformatics/bty944

Abstract: MOTIVATION Hidden Markov models (HMMs) are powerful tools for modeling processes along the genome. In a standard genomic HMM, observations are drawn, at each genomic position, from a distribution whose parameters depend on a hidden… read more here.

Keywords: fast exact; hidden markov; markov models; inference factorial ... See more keywords