New learning algorithm based on Hidden Markov Model (HMM) as stochastic modelling for pattern calssification
This study investigates the use discriminative training methods of minimum classification error (MCE) to estimate the parameter of hidden Markov model (HMM). The conventional training of HMM is based on the maximum likelihood estimation (MLE) which aims to model the true probabilistic distribution o...
| Main Authors: | , , |
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| Format: | Monograph |
| Language: | English |
| Published: |
Faculty of Biomedical Engineering and Health Science
2009
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| Subjects: | |
| Online Access: | http://eprints.utm.my/9734/1/78208.pdf |