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TKDD
2010
126views more  TKDD 2010»
15 years 2 months ago
VOGUE: A variable order hidden Markov model with duration based on frequent sequence mining
Mohammed J. Zaki, Christopher D. Carothers, Bolesl...
131
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JMLR
2010
129views more  JMLR 2010»
14 years 11 months 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
WABI
2005
Springer
118views Bioinformatics» more  WABI 2005»
15 years 10 months ago
A Hidden Markov Technique for Haplotype Reconstruction
We give a new algorithm for the genotype phasing problem. Our solution is based on a hidden Markov model for haplotypes. The model has a uniform structure, unlike most solutions pr...
Pasi Rastas, Mikko Koivisto, Heikki Mannila, Esko ...
FLAIRS
2008
15 years 6 months ago
Learning Dynamic Naive Bayesian Classifiers
Hidden Markov models are a powerful technique to model and classify temporal sequences, such as in speech and gesture recognition. However, defining these models is still an art: ...
Miriam Martínez, Luis Enrique Sucar