Gene subset selection in microarray data using entropic filtering for cancer classification.
Félix Fernando González-NavarroLluís A. Belanche MuñozPublished in: Expert Syst. J. Knowl. Eng. (2009)
Keyphrases
- subset selection
- cancer classification
- microarray data
- feature selection
- gene selection
- microarray
- relevant genes
- gene expression data
- microarray gene expression data
- informative genes
- gene expression
- cancer diagnosis
- gene clusters
- gene expression profiles
- gene sets
- gene networks
- gene expression patterns
- gene expression datasets
- microarray datasets
- microarray analysis
- colon cancer
- selected genes
- biologically relevant
- data sets
- microarray technology
- dna microarray
- expression patterns
- high dimensional
- analysis of gene expression
- random forest
- cancer datasets
- biological data
- cluster analysis
- feature set
- support vector machine
- high dimensionality
- dimensionality reduction
- unsupervised learning
- feature extraction
- regulatory networks
- experimental conditions
- gene ontology
- molecular biology