TRaCE+: Ensemble inference of gene regulatory networks from transcriptional expression profiles of gene knock-out experiments.
S. M. Minhaz Ud-DeanSandra HeiseSteffen KlamtRudiyanto GunawanPublished in: BMC Bioinform. (2016)
Keyphrases
- gene regulatory networks
- expression profiles
- gene networks
- regulatory networks
- gene regulation
- dynamic bayesian networks
- bayesian inference
- gene expression data
- cell cycle
- network model
- reverse engineering
- saccharomyces cerevisiae
- systems biology
- gene function
- biological data
- microarray
- gene expression
- biological processes
- bayesian networks
- microarray data
- biological networks
- neural network
- structure learning
- probabilistic inference
- prior information
- probabilistic model
- gene expression profiles
- gene expression patterns
- high throughput
- high dimensional data
- graphical models
- feature selection
- particle filtering