Inference of sparse combinatorial-control networks from gene-expression data: a message passing approach.
Marc Bailly-BechetAlfredo BraunsteinAndrea PagnaniMartin WeigtRiccardo ZecchinaPublished in: BMC Bioinform. (2010)
Keyphrases
- message passing
- gene expression data
- probabilistic inference
- gene regulatory networks
- inference in graphical models
- factor graphs
- sum product algorithm
- microarray
- gene expression
- belief propagation
- gene networks
- sum product
- high dimensional
- loopy belief propagation
- microarray data
- high dimensionality
- data sets
- junction tree
- gene expression analysis
- max product
- approximate inference
- distributed systems
- analysis of gene expression data
- gene expression profiles
- markov random field
- graphical models
- gene selection
- dna microarray
- biological networks
- feature selection
- computer vision
- exact inference
- regulatory networks
- dynamic bayesian networks
- pairwise