A Constraint and Rule in an Enhancement of Binary Particle Swarm Optimization to Select Informative Genes for Cancer Classification.
Mohd Saberi MohamadSigeru OmatuSafaai DerisMichifumi YoshiokaPublished in: PAKDD Workshops (2013)
Keyphrases
- cancer classification
- binary particle swarm optimization
- informative genes
- gene selection
- microarray data
- microarray
- microarray gene expression data
- gene expression data
- random forest
- cancer diagnosis
- global optimization
- feature selection
- gene expression profiles
- gene expression
- fitness function
- microarray datasets
- data sets
- particle swarm optimization
- association rules
- high throughput
- feature set
- high dimensionality
- gene sets
- cluster analysis
- multi class
- feature extraction
- decision trees
- machine learning