Modeling Gene Regulatory Subnetworks from Time Course Gene Expression Data.
Xijun LiangZhonghang XiaLi-Wei ZhangFang-Xiang WuPublished in: BIBM (2011)
Keyphrases
- gene expression data
- gene regulatory
- gene regulatory networks
- gene regulation
- regulatory networks
- gene expression
- microarray
- microarray data
- gene networks
- systems biology
- network model
- reverse engineering
- high dimensionality
- data sets
- biological processes
- gene selection
- dynamic bayesian networks
- high dimensional data
- high dimensional
- feature selection
- saccharomyces cerevisiae
- high throughput
- transcription factors
- gene expression profiles
- neural network
- machine learning
- biological knowledge
- dna microarray
- cancer diagnosis
- feature space
- computational biology
- binding sites
- sequence data
- bayesian inference