A novel kernel-based gene selection and classification scheme for microarray data.
Hsiao-Yun HuangHui-Yi ChangJeng-Fu LiuPublished in: SCIS&ISIS (2012)
Keyphrases
- classification scheme
- gene selection
- microarray data
- microarray
- cancer classification
- gene expression
- microarray classification
- data sets
- support vector machine
- gene expression data
- feature selection
- gene expression profiles
- microarray datasets
- cluster analysis
- dna microarray
- relevant genes
- microarray data analysis
- dna microarray data
- classification method
- biologically relevant
- high dimensional
- differentially expressed genes
- informative genes
- cancer diagnosis
- small number of samples
- gene expression data sets
- support vector
- support vector machine svm
- gene clusters
- microarray gene expression
- feature ranking
- high throughput
- microarray analysis
- ovarian cancer
- clustering algorithm
- decision trees
- colon cancer
- image processing