BRANE Clust: Cluster-Assisted Gene Regulatory Network Inference Refinement.
Aurélie PirayreCamille CouprieLaurent DuvalJean-Christophe PesquetPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2018)
Keyphrases
- gene regulatory networks
- undirected graphical models
- dynamic bayesian networks
- bayesian inference
- network model
- reverse engineering
- gene expression data
- bayesian networks
- gene networks
- graphical models
- clustering algorithm
- structure learning
- metropolis hastings algorithm
- probabilistic inference
- belief networks
- conditional random fields
- partition function
- probabilistic model
- approximate inference
- cluster analysis
- exact inference
- structured prediction
- data points
- markov random field
- dimensionality reduction
- biological data
- probabilistic graphical models
- factor graphs
- microarray
- pairwise
- artificial intelligence
- databases