Selecting informative genes from microarray data by using hybrid methods for cancer classification.
Mohd Saberi MohamadSigeru OmatuSafaai DerisMuhammad Faiz MismanMichifumi YoshiokaPublished in: Artif. Life Robotics (2009)
Keyphrases
- informative genes
- microarray data
- cancer classification
- gene selection
- microarray gene expression data
- microarray
- gene expression data
- random forest
- small number of samples
- cancer diagnosis
- gene expression
- feature selection
- data sets
- microarray datasets
- cluster analysis
- gene expression profiles
- biological data
- dna microarray
- high throughput
- experimental conditions
- data mining
- gene sets
- nearest neighbor
- gene expression data sets
- molecular biology
- support vector machine svm