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» Bayesian variable order Markov models.
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404views
12 years 6 months ago
Bayesian variable order Markov models.
We present a simple, effective generalisation of variable order Markov models to full online Bayesian estimation. The mechanism used is close to that employed in context tree wei...
Christos Dimitrakakis
JMLR
2010
175views more  JMLR 2010»
11 years 4 months ago
Bayesian variable order Markov models
Christos Dimitrakakis
NAR
2006
156views more  NAR 2006»
11 years 9 months ago
VOMBAT: prediction of transcription factor binding sites using variable order Bayesian trees
Variable order Markov models and variable order Bayesian trees have been proposed for the recognition of transcription factor binding sites, and it could be demonstrated that they...
Jan Grau, Irad E. Ben-Gal, Stefan Posch, Ivo Gross...
TKDD
2010
126views more  TKDD 2010»
11 years 8 months ago
VOGUE: A variable order hidden Markov model with duration based on frequent sequence mining
Mohammed J. Zaki, Christopher D. Carothers, Bolesl...
EMMCVPR
2007
Springer
12 years 3 months ago
Bayesian Inference for Layer Representation with Mixed Markov Random Field
Abstract. This paper presents a Bayesian inference algorithm for image layer representation [26], 2.1D sketch [6], with mixed Markov random field. 2.1D sketch is an very important...
Ru-Xin Gao, Tianfu Wu, Song Chun Zhu, Nong Sang
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