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Building Simple Hidden Markov Models. Classroom Notes
- Source :
-
International Journal of Mathematical Education in Science and Technology . Jan 2004 35(2):296-299. - Publication Year :
- 2004
-
Abstract
- Hidden Markov models (HMMs) are widely used in bioinformatics, speech recognition and many other areas. This note presents HMMs via the framework of classical Markov chain models. A simple example is given to illustrate the model. An estimation method for the transition probabilities of the hidden states is also discussed.
Details
- Language :
- English
- ISSN :
- 0020-739X
- Volume :
- 35
- Issue :
- 2
- Database :
- ERIC
- Journal :
- International Journal of Mathematical Education in Science and Technology
- Publication Type :
- Academic Journal
- Accession number :
- EJ681903
- Document Type :
- Journal Articles<br />Numerical/Quantitative Data<br />Reports - Descriptive