Applying genetic algorithms and support vector machines to the gene selection problem.
Bruno Feres de SouzaAndré Carlos Ponce de Leon Ferreira de CarvalhoWaldo Cancino TiconaPublished in: J. Intell. Fuzzy Syst. (2007)
Keyphrases
- support vector
- genetic algorithm
- learning machines
- large margin classifiers
- simulated annealing
- neural network
- artificial neural networks
- fuzzy logic
- multi objective
- evolutionary computation
- gene expression
- cross validation
- generalization ability
- gene expression data
- fitness function
- loss function
- kernel function
- classification accuracy
- genetic programming
- radial basis function
- artificial immune system
- gene ontology
- modular neural networks
- microarray
- svm classifier
- metaheuristic
- support vector machine
- feature selection