Inference of Biologically Relevant Gene Influence Networks Using the Directed Information Criterion.
Arvind RaoAlfred O. Hero IIIDavid J. StatesJames Douglas EngelPublished in: ICASSP (2) (2006)
Keyphrases
- biologically relevant
- biological networks
- information criterion
- gene ontology
- gene expression
- gene selection
- gene sets
- protein protein interaction networks
- gene regulatory networks
- biological processes
- microarray
- model selection
- complex networks
- probability model
- microarray data
- cross validation
- ppi networks
- gene expression data
- functional modules
- bayesian information criterion
- dynamic bayesian networks
- biological systems
- biological data
- metabolic pathways
- systems biology
- bayesian networks
- graph mining
- network model
- bayesian inference
- network structure
- network analysis
- link prediction
- feature selection
- protein protein interactions
- microarray datasets
- community detection
- social networks
- protein interaction
- protein interaction networks
- protein complexes
- information theoretic
- sample size
- maximum likelihood
- graphical models
- factor analysis