A Bayesian regression approach to the inference of regulatory networks from gene expression data.
Simon RogersMark A. GirolamiPublished in: Bioinform. (2005)
Keyphrases
- regulatory networks
- gene expression data
- gene expression
- gene regulatory networks
- microarray
- bayesian inference
- bayesian networks
- microarray data
- yeast cell cycle
- gene selection
- high dimensionality
- data sets
- gene expression profiles
- gene regulation
- high dimensional data
- gene expression patterns
- feature selection
- high dimensional
- cancer classification
- dna microarray
- model selection
- text mining
- principal component analysis
- biological data
- neural network