Genetic Bee Colony (GBC) algorithm: A new gene selection method for microarray cancer classification.
Hala M. AlshamlanGhada Hany BadrYousef A. AlohaliPublished in: Comput. Biol. Chem. (2015)
Keyphrases
- gene selection
- microarray
- cancer classification
- support vector machine svm
- microarray data
- gene expression
- gene expression data
- microarray analysis
- cancer diagnosis
- high throughput
- clustering method
- gene expression profiles
- analysis of gene expression
- gene expression profiling
- clustering analysis
- k means
- random forest
- colon cancer
- feature selection
- dna microarray
- input data
- gene expression datasets
- similarity measure
- experimental conditions
- microarray data analysis
- support vector machine
- gene sets
- data sets
- gene expression patterns
- biclustering algorithms
- feature extraction
- feature ranking
- high dimensionality
- gene ontology
- relevant genes
- biological data
- unsupervised learning
- machine learning methods