Fast network component analysis (FastNCA) for gene regulatory network reconstruction from microarray data.
Chunqi ChangZhi DingYeung Sam HungPeter Chin Wan FungPublished in: Bioinform. (2008)
Keyphrases
- gene networks
- microarray data
- component analysis
- gene regulatory networks
- gene expression data
- microarray
- saccharomyces cerevisiae
- microarray gene expression data
- gene expression
- factor analysis
- network model
- gene selection
- data sets
- cluster analysis
- high dimensional
- biological data
- feature selection
- interaction networks
- regulatory networks
- blind source separation
- high throughput
- gene expression profiles
- reverse engineering
- transcription factors
- gene ontology
- high dimensionality
- systems biology
- dynamic bayesian networks
- structure learning
- support vector