Hidden Markov Model with Binned Duration and Its Application

Hidden Markov models (HMM) have been widely used in various applications such as speech processing and bioinformatics. However, the standard hidden Markov model requires state occupancy durations to be geometrically distributed, which can be inappropriate in some real-world applications where the di...

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Bibliographic Details
Main Author: Jiang, Zuliang
Format: Others
Published: ScholarWorks@UNO 2010
Online Access:http://scholarworks.uno.edu/td/1108
http://scholarworks.uno.edu/cgi/viewcontent.cgi?article=2089&context=td