Inference of gene regulatory networks and compound mode of action from time course gene expression profiles.
Mukesh BansalGiusy Della GattaDiego di BernardoPublished in: Bioinform. (2006)
Keyphrases
- gene regulatory networks
- yeast cell cycle
- gene expression profiles
- gene expression data
- gene networks
- dynamic bayesian networks
- bayesian inference
- microarray
- gene expression
- regulatory networks
- network model
- microarray data
- systems biology
- reverse engineering
- gene regulation
- gene selection
- data sets
- experimental conditions
- bayesian networks
- structure learning
- feature selection
- high dimensional
- self organizing maps
- data mining
- probabilistic inference
- biological data
- high throughput
- state variables