An enhancement of binary particle swarm optimization for gene selection in classifying cancer classes.
Mohd Saberi MohamadSigeru OmatuSafaai DerisMichifumi YoshiokaAfnizanfaizal AbdullahZuwairie IbrahimPublished in: Algorithms Mol. Biol. (2013)
Keyphrases
- gene selection
- binary particle swarm optimization
- microarray data
- cancer classification
- microarray
- gene expression data
- dna microarray
- cancer diagnosis
- tumor classification
- feature selection
- gene expression
- global optimization
- gene expression profiles
- relevant genes
- binary gravitational search algorithm
- cancer detection
- fitness function
- biologically relevant
- ovarian cancer
- colon cancer
- survival prediction
- microarray datasets
- particle swarm
- support vector machine svm
- particle swarm optimization
- high dimensional
- wilcoxon rank sum
- gene expression datasets
- high throughput
- image processing
- gene expression data sets
- dimensionality reduction
- support vector machine
- evolutionary algorithm