A Nested Genetic Algorithm for feature selection in high-dimensional cancer Microarray datasets.
Sabah SayedMohammad NassefAmr BadrIbrahim FaragPublished in: Expert Syst. Appl. (2019)
Keyphrases
- microarray datasets
- gene selection
- microarray data
- high dimensional
- genetic algorithm
- feature selection
- gene expression data
- dna microarray
- cancer classification
- high dimensionality
- gene expression profiles
- microarray
- microarray classification
- cancer datasets
- cancer diagnosis
- gene expression
- gene expression datasets
- related genes
- feature space
- low dimensional
- gene sets
- dimensionality reduction
- fitness function
- data sets
- nearest neighbor
- recursive feature elimination
- genetic algorithm ga
- high throughput
- cluster analysis
- simulated annealing
- feature ranking
- data points
- high dimensional data
- text categorization
- evolutionary algorithm
- feature vectors
- text classification
- neural network
- feature subset selection
- pattern recognition