: an R package for constructing gene regulatory networks from microarray data by using Bayesian network.
Xiaohui ChenMing ChenKaida NingPublished in: Bioinform. (2006)
Keyphrases
- microarray data
- gene regulatory networks
- gene expression data
- gene networks
- bayesian networks
- biological data
- microarray
- yeast cell cycle
- gene expression
- microarray gene expression data
- regulatory networks
- structure learning
- gene selection
- saccharomyces cerevisiae
- dynamic bayesian networks
- data sets
- systems biology
- gene regulation
- feature selection
- graphical models
- probabilistic inference
- reverse engineering
- network model
- cancer classification
- gene expression patterns
- biological knowledge
- high dimensionality
- high dimensional
- dna microarray
- cluster analysis
- gene expression profiles
- microarray datasets
- biological networks
- probabilistic model
- conditional independence
- machine learning
- biological processes
- text classification
- gene function
- high throughput
- data mining