New learning algorithm based on Hidden Markov Model (HMM) as stochastic modelling for pattern calssification

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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...

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Bibliographic Details
Main Authors:	Balakrishnan, Malarvili, Ting, Chee Ming, Shaikh Salleh, Sheikh Hussain
Format:	Monograph
Language:	English
Published:	Faculty of Biomedical Engineering and Health Science 2009
Subjects:	TA Engineering (General). Civil engineering (General)
Online Access:	http://eprints.utm.my/9734/ http://eprints.utm.my/9734/1/78208.pdf

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