Gene Regulatory Network Reconstruction by Bayesian Integration of Prior Knowledge and/or Different Experimental Conditions.
Adriano Velasque WerhliDirk HusmeierPublished in: J. Bioinform. Comput. Biol. (2008)
Keyphrases
- experimental conditions
- gene regulatory networks
- yeast cell cycle
- prior knowledge
- microarray
- gene expression data
- bayesian inference
- gene networks
- biological processes
- metropolis hastings algorithm
- reverse engineering
- gene expression
- prior information
- network model
- biological data
- systems biology
- microarray data
- high throughput
- gene regulation
- structure learning
- data sets
- data integration
- cell cycle
- maximum likelihood
- bayesian networks
- biological networks
- bayesian framework
- posterior probability
- gene expression profiles
- cancer classification