Identification of context-specific gene regulatory networks with GEMULA - gene expression modeling using LAsso.
Geert GeevenRonald E. van KesterenAugust B. SmitMathisca C. M. de GunstPublished in: Bioinform. (2012)
Keyphrases
- gene expression
- gene regulatory networks
- gene expression data
- context specific
- gene regulation
- gene interactions
- regulatory networks
- microarray
- biological processes
- gene expression patterns
- microarray data
- reverse engineering
- biological networks
- gene networks
- dynamic bayesian networks
- feature selection
- network model
- systems biology
- high dimensionality
- gene expression data sets
- gene expression analysis
- biological knowledge
- gene expression profiles
- biological data
- saccharomyces cerevisiae
- high throughput
- dna microarray
- binding sites
- gene selection
- interaction networks
- model selection
- machine learning
- data sets