Inference of gene regulatory networks by integrating gene expressions and genetic perturbations.
Dong-Chul KimChunyu LiuXiaoyong WuBaoju ZhangJean GaoPublished in: BIBM (2013)
Keyphrases
- gene regulatory networks
- gene expression data
- gene expression
- regulatory networks
- genetic regulatory networks
- gene interactions
- microarray
- gene regulation
- biological knowledge
- dynamic bayesian networks
- bayesian inference
- biological processes
- gene expression patterns
- biological networks
- microarray data
- gene networks
- reverse engineering
- systems biology
- network model
- biological data
- gene selection
- gene expression profiles
- data sets
- high dimensionality
- high throughput
- bayesian networks
- molecular biology
- microarray datasets
- feature selection
- structure learning
- dna microarray
- prior information
- high dimensional
- social networks
- genomic data
- probabilistic inference