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Integrating epigenetic prior in dynamic Bayesian network for gene regulatory network inference.
Haifen Chen
D. A. K. Maduranga
Piyushkumar A. Mundra
Jie Zheng
Published in:
CIBCB (2013)
Keyphrases
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dynamic bayesian networks
gene regulatory networks
bayesian networks
particle filtering
approximate inference
structure learning
prior knowledge
metropolis hastings algorithm
bayesian inference
state variables
gene expression data
prior information
network model
pairwise
information extraction
reverse engineering