Overview of computational methods for the inference of gene regulatory networks.
Mark P. StyczynskiGregory StephanopoulosPublished in: Comput. Chem. Eng. (2005)
Keyphrases
- computational methods
- gene regulatory networks
- dynamic bayesian networks
- bayesian inference
- gene networks
- network model
- gene expression data
- reverse engineering
- systems biology
- regulatory networks
- biological data
- bayesian networks
- statistical methods
- protein protein interactions
- gene interactions
- structure learning
- saccharomyces cerevisiae
- probabilistic inference
- computational approaches
- biological knowledge
- biological networks
- computational tools
- biological processes
- data integration
- approximate inference
- protein interaction
- interaction networks
- particle filtering
- state variables
- gene expression
- protein interaction networks
- microarray data
- data points
- feature selection