What is a hidden Markov model

作者: Sean R Eddy

DOI: 10.1038/NBT1004-1315

关键词: Markov modelVariable-order Bayesian networkMachine learningComputer scienceHidden Markov modelMarkov processArtificial intelligenceMarkov propertyVariable-order Markov modelMaximum-entropy Markov modelHidden semi-Markov model

摘要: … Statistical models called hidden Markov models are a recurring theme in computational biology. What are hidden Markov models, and why are they so useful for so many different …

参考文章(3)
L.R. Rabiner, A tutorial on hidden Markov models and selected applications in speech recognition Proceedings of the IEEE. ,vol. 77, pp. 267- 296 ,(1989) , 10.1109/5.18626
Richard Durbin, Sean R. Eddy, Anders Krogh, Graeme Mitchison, Biological Sequence Analysis Cambridge University Press. ,(1998) , 10.1017/CBO9780511790492