A novel, fast, HMM-with-Duration implementation – for application with a new, pattern recognition informed, nanopore detector

<p>Abstract</p> <p>Background</p> <p>Hidden Markov Models (HMMs) provide an excellent means for structure identification and feature extraction on stochastic sequential data. An HMM-with-Duration (HMMwD) is an HMM that can also exactly model the hidden-label length (rec...

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Bibliographic Details
Main Authors: Winters-Hilt Stephen, Baribault Carl
Format: Article
Language:English
Published: BMC 2007-11-01
Series:BMC Bioinformatics