APPENDIX 3A An Introduction to Hidden Markov Models
Published Online: 1 JUN 2007
Copyright © 2007 by John Wiley and Sons, Inc.
Lab Protocol Title
Current Protocols in Bioinformatics
How to Cite
Schuster-Böckler, B. and Bateman, A. 2007. An Introduction to Hidden Markov Models. Current Protocols in Bioinformatics. 18:3A:A.3A.1–A.3A.9.
- Published Online: 1 JUN 2007
- Published Print: JUN 2007
This unit introduces the concept of hidden Markov models in computational biology. It describes them using simple biological examples, requiring as little mathematical knowledge as possible. The unit also presents a brief history of hidden Markov models and an overview of their current applications before concluding with a discussion of their limitations.
- Markov Chains;
- hidden Markov Models;
- Machine Learning;
- Sequence Analysis