Particle swarm optimization for gene selection in classifying cancer classes.
Mohd Saberi MohamadSigeru OmatuSafaai DerisMichifumi YoshiokaPublished in: Artif. Life Robotics (2009)
Keyphrases
- gene selection
- particle swarm optimization
- microarray data
- microarray
- cancer classification
- cancer diagnosis
- microarray data classification
- gene expression data
- gene expression profiles
- dna microarray
- ovarian cancer
- gene expression data analysis
- gene expression
- microarray classification
- relevant genes
- tumor classification
- feature selection
- dna microarray data
- microarray datasets
- cancer detection
- multi objective
- colon cancer
- informative genes
- support vector machine svm
- microarray data analysis
- wilcoxon rank sum
- survival prediction
- biologically relevant
- feature ranking
- machine learning methods
- high throughput
- gene expression data sets
- high dimensionality
- neural network
- gene expression datasets