Efficient duration modelling in the hierarchical hidden semi-Markov models and their applications

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Efficient duration modelling in the hierarchical hidden semi-Markov models and their applications

Modeling patterns in temporal data has arisen as an important problem in engineering and science. This has led to the popularity of several dynamic models, in particular the renowned hidden Markov model (HMM) [Rabiner, 1989]. Despite its widespread success in many cases, the standard HMM often fails...

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Bibliographic Details
Main Author:	Duong, Thi V. T.
Format:	Thesis
Language:	English
Published:	Curtin University 2008
Subjects:	hidden Markov model (HMM) unified framework complex data duration and hierarchical information temporal data modeling patterns
Online Access:	http://hdl.handle.net/20.500.11937/1408

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