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» Acceleration of the EM algorithm
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BMCBI
2008
170views more  BMCBI 2008»
13 years 10 months ago
Implementing EM and Viterbi algorithms for Hidden Markov Model in linear memory
Background: The Baum-Welch learning procedure for Hidden Markov Models (HMMs) provides a powerful tool for tailoring HMM topologies to data for use in knowledge discovery and clus...
Alexander G. Churbanov, Stephen Winters-Hilt
CORR
2007
Springer
108views Education» more  CORR 2007»
13 years 9 months ago
Online EM Algorithm for Latent Data Models
Olivier Cappé, Eric Moulines