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» Dynamic Bayesian Multinets
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89
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TSP
2008
154views more  TSP 2008»
15 years 2 months ago
Bayesian Inference for Linear Dynamic Models With Dirichlet Process Mixtures
Francois Caron, Manuel Davy, Arnaud Doucet, Emmanu...
70
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BIOINFORMATICS
2007
58views more  BIOINFORMATICS 2007»
15 years 2 months ago
Bayesian inference for dynamic transcriptional regulation; the Hes1 system as a case study
Elizabeth A. Heron, Bärbel Finkenstädt, ...
PR
2010
102views more  PR 2010»
15 years 17 days ago
Hand gesture recognition based on dynamic Bayesian network framework
Heung-Il Suk, Bong-Kee Sin, Seong-Whan Lee
AAAI
2000
15 years 3 months ago
Multivariate Clustering by Dynamics
We present a Bayesian clustering algorithm for multivariate time series. A clustering is regarded as a probabilistic model in which the unknown auto-correlation structure of a tim...
Marco Ramoni, Paola Sebastiani, Paul R. Cohen