Efficient gene selection for classification of microarray data.
Shinn-Ying HoChong-Cheng LeeHung-Ming ChenHui-Ling HuangPublished in: Congress on Evolutionary Computation (2005)
Keyphrases
- microarray data
- gene selection
- cancer classification
- relevant genes
- microarray
- microarray data analysis
- dna microarray data
- dna microarray
- ovarian cancer
- microarray datasets
- informative genes
- gene expression profiles
- cancer diagnosis
- feature selection
- small sample size
- gene expression data
- microarray classification
- colon cancer
- small number of samples
- microarray analysis
- gene expression
- feature ranking
- selected genes
- support vector machine svm
- cluster analysis
- data sets
- gene expression datasets
- biologically relevant
- gene networks
- high dimensional
- gene expression analysis
- high throughput
- high dimensionality
- gene expression data sets
- gene clusters
- feature extraction
- machine learning methods
- decision trees
- biological data
- pattern recognition
- support vector
- differentially expressed genes
- support vector machine