Significance of Non-edge Priors in Gene Regulatory Network Reconstruction.
Ajay NairMadhu ChettyPramod P. WangikarPublished in: ICONIP (1) (2014)
Keyphrases
- gene regulatory networks
- metropolis hastings algorithm
- reverse engineering
- gene expression data
- network model
- gene networks
- bayesian inference
- parameter estimation
- undirected graphical models
- dynamic bayesian networks
- biological data
- image reconstruction
- prior knowledge
- graphical models
- bayesian framework
- structure learning
- statistical methods
- data sets
- conditional random fields
- microarray
- particle filter
- software engineering
- data analysis
- data mining
- databases