Gene Selection based on Multi-class SVMs and Genetic Algorithms.
Bruno Feres de SouzaAndré Carlos Ponce de Leon Ferreira de CarvalhoPublished in: WOB (2004)
Keyphrases
- gene selection
- multi class svms
- genetic algorithm
- multi class
- microarray data
- microarray
- cancer classification
- gene expression data
- support vector machine
- feature selection
- microarray classification
- gene expression profiles
- support vector machine svm
- cancer diagnosis
- dna microarray
- microarray data analysis
- neural network
- gene expression
- tumor classification
- dna microarray data
- pairwise
- high throughput
- decoding algorithm
- microarray analysis
- data sets
- wilcoxon rank sum
- high dimensionality
- cluster analysis
- nearest neighbor
- ovarian cancer