Improved microarray images cancer classification using k-nearest neighbor with canonical Particle Swarm Optimization.
Machmud Roby AlhamidiIto WasitoPublished in: IWBIS (2017)
Keyphrases
- k nearest neighbor
- microarray
- cancer classification
- microarray images
- particle swarm optimization
- knn
- nearest neighbor
- gene selection
- gene expression
- high throughput
- microarray data
- gene expression data
- cancer diagnosis
- feature selection
- gene expression profiles
- text categorization
- knn classifier
- support vector machine
- neural network
- high dimensionality
- support vector machine svm
- experimental conditions
- gene ontology
- dna microarray
- text classification
- image processing
- microarray datasets
- random forest
- data sets
- training samples
- multi class