A Modified Binary Particle Swarm Optimization for Selecting the Small Subset of Informative Genes From Gene Expression Data.
Mohd Saberi MohamadSigeru OmatuSafaai DerisMichifumi YoshiokaPublished in: IEEE Trans. Inf. Technol. Biomed. (2011)
Keyphrases
- informative genes
- gene expression data
- small number of samples
- binary particle swarm optimization
- microarray data
- microarray
- microarray gene expression data
- gene expression
- gene selection
- cancer classification
- data sets
- global optimization
- gene expression analysis
- high dimensionality
- high dimensional data
- gene regulatory networks
- feature selection
- microarray datasets
- gene expression data analysis
- gene expression profiles
- particle swarm
- cancer diagnosis
- high dimensional
- particle swarm optimization
- fitness function
- high throughput
- data analysis
- dimensionality reduction
- cluster analysis
- small sample size
- nearest neighbor
- unsupervised learning
- gene expression data sets
- genetic algorithm
- decision trees