A Stable Combinatorial Particle Swarm Optimization for Scalable Feature Selection in Gene Expression Data.
Hassen DhrifLuis G. Sánchez GiraldoMiroslav KubatStefan WuchtyPublished in: CoRR (2019)
Keyphrases
- gene expression data
- particle swarm optimization
- feature selection
- gene expression
- microarray data
- microarray
- high dimensionality
- gene expression data sets
- microarray datasets
- cancer classification
- gene selection
- gene regulatory networks
- microarray gene expression data
- data sets
- text categorization
- multi objective
- regulatory networks
- analysis of gene expression data
- gene networks
- high dimensional
- gene expression analysis
- gene expression datasets
- gene expression profiles
- cancer diagnosis
- dna microarray
- gene expression patterns
- gene expression profiling
- dimensionality reduction
- feature space
- tumor classification
- feature set
- machine learning
- feature extraction
- neural network
- feature selection algorithms
- data mining
- tissue samples
- gene clusters
- support vector
- data analysis
- classification accuracy
- knn
- support vector machine
- unsupervised learning
- high dimensional data
- feature subset