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Non-homogeneous dynamic Bayesian networks with Bayesian regularization for inferring gene regulatory networks with gradually time-varying structure.
Frank Dondelinger
Sophie Lèbre
Dirk Husmeier
Published in:
Mach. Learn. (2013)
Keyphrases
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dynamic bayesian networks
gene regulatory networks
network model
bayesian networks
reverse engineering
gene expression data
structure learning
particle filtering
approximate inference
biological data
bayesian inference