A Hybrid of Genetic Algorithm and Support Vector Machine for Features Selection and Classification of Gene Expression Microarray.
Mohd Saberi MohamadSafaai DerisRosli Md. IlliasPublished in: Int. J. Comput. Intell. Appl. (2005)
Keyphrases
- microarray
- gene expression
- high dimensionality
- support vector machine
- microarray data analysis
- svm classifier
- gene expression data
- high throughput
- feature vectors
- gene expression profiles
- microarray data
- cancer classification
- microarray datasets
- gene expression data sets
- gene selection
- gene expression analysis
- colon cancer
- dna microarray
- feature space
- feature extraction
- feature set
- support vector machine svm
- feature selection
- clustering analysis
- gene expression data analysis
- experimental conditions
- support vector
- gene regulation
- molecular biology
- cancer diagnosis
- functional genomics
- gene expression datasets
- gene expression microarray data
- biological processes
- gene ontology
- analysis of gene expression
- differentially expressed genes
- machine learning
- regulatory networks
- gene expression patterns
- feature ranking
- biological networks
- gene networks
- binding sites
- training set
- tissue samples
- decision trees
- gene sets
- feature subset
- biological data
- microarray technology
- expression profiles
- expression patterns
- genomic data