Gene Regulatory Network Inference via Regression Based Topological Refinement.
Jochen SupperHolger FröhlichAndreas ZellPublished in: APBC (2007)
Keyphrases
- gene regulatory networks
- undirected graphical models
- dynamic bayesian networks
- bayesian inference
- graphical models
- gene expression data
- network model
- reverse engineering
- gene networks
- bayesian networks
- conditional random fields
- structure learning
- probabilistic model
- approximate inference
- exact inference
- metropolis hastings algorithm
- probabilistic inference
- gaussian process
- artificial intelligence
- belief propagation
- markov random field
- probability distribution
- probabilistic graphical models
- partition function