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» Aggregation-based model reduction of a Hidden Markov Model
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CSSC
2010
95views more  CSSC 2010»
15 years 4 months ago
An EM and a Stochastic Version of the EM Algorithm for Nonparametric Hidden Semi-Markov Models
Sonia Malefaki, Samis Trevezas, Nikolaos Limnios
TKDD
2010
126views more  TKDD 2010»
15 years 4 months ago
VOGUE: A variable order hidden Markov model with duration based on frequent sequence mining
Mohammed J. Zaki, Christopher D. Carothers, Bolesl...
JMLR
2010
129views more  JMLR 2010»
15 years 11 days ago
Approximation of hidden Markov models by mixtures of experts with application to particle filtering
Selecting conveniently the proposal kernel and the adjustment multiplier weights of the auxiliary particle filter may increase significantly the accuracy and computational efficie...
Jimmy Olsson, Jonas Ströjby