Incremental wrapper-based gene selection from microarray data for cancer classification.
Roberto Ruiz SánchezJosé Cristóbal Riquelme SantosJesús S. Aguilar-RuizPublished in: Pattern Recognit. (2006)
Keyphrases
- gene selection
- microarray data
- cancer classification
- feature selection
- feature ranking
- microarray
- cancer diagnosis
- gene expression data
- informative genes
- gene expression
- relevant genes
- microarray classification
- dna microarray
- gene expression profiles
- microarray data analysis
- data sets
- biological data
- biologically relevant
- high dimensional
- gene expression datasets
- microarray gene expression data
- microarray analysis
- cluster analysis
- small number of samples
- colon cancer
- high throughput
- gene sets
- microarray technology
- gene networks
- feature extraction
- pattern recognition
- feature space
- gene expression patterns
- high dimensionality
- knn
- biological processes
- experimental conditions
- gene ontology
- random forest