Reconstruction of gene regulatory networks by stepwise multiple linear regression from time-series microarray data.
Yiqian ZhouJacqueline GerhartAhmet SacanPublished in: BIBM Workshops (2011)
Keyphrases
- microarray data
- gene regulatory networks
- gene expression data
- gene networks
- biological data
- yeast cell cycle
- microarray
- microarray gene expression data
- regulatory networks
- gene expression
- saccharomyces cerevisiae
- gene selection
- data sets
- systems biology
- feature selection
- reverse engineering
- high dimensional
- cluster analysis
- microarray datasets
- network model
- high dimensionality
- gene expression profiles
- gene expression patterns
- gene sets
- gene ontology
- high throughput
- pattern recognition
- gene function
- bayesian inference
- regression model
- data analysis
- machine learning
- neural network