A new algorithm to train hidden Markov models for biological sequences with partial labels.

Jiefu Li Jung-Youn Lee Li Liao

Published in: BMC Bioinform. (2021)

Keyphrases

hidden markov models
continuous hidden markov models
dynamic programming
baum welch
learning algorithm
viterbi algorithm
multi dimensional
k means
expectation maximization
pairwise
probabilistic model
conditional random fields
biological sequences
multiple sequence alignment