Particle swarm optimization with a modified sigmoid function for gene selection from gene expression data.
Mohd Saberi MohamadSigeru OmatuSafaai DerisMichifumi YoshiokaPublished in: Artif. Life Robotics (2010)
Keyphrases
- gene selection
- gene expression data
- particle swarm optimization
- microarray
- microarray data
- gene expression
- cancer classification
- dna microarray
- gene expression data analysis
- gene expression datasets
- cancer diagnosis
- gene expression profiles
- informative genes
- microarray data analysis
- tumor classification
- gene expression analysis
- high dimensionality
- dna microarray data
- high throughput
- feature selection
- data sets
- gene regulatory networks
- biologically relevant
- gene networks
- microarray datasets
- high dimensional data
- high dimensional
- gene expression data sets
- tissue samples
- biological data
- support vector machine svm
- support vector machine
- pattern recognition
- face recognition
- selected genes