Gene selection in a gene decision space with application to gene expression data classification.
Yuxian WangZhaowen LiJie ZhangGuangji YuPublished in: J. Intell. Fuzzy Syst. (2023)
Keyphrases
- gene expression data
- gene selection
- cancer classification
- microarray
- gene expression
- dna microarray data
- dna microarray
- microarray data
- relevant genes
- gene expression profiles
- cancer diagnosis
- tumor classification
- gene expression datasets
- informative genes
- microarray datasets
- high dimensionality
- colon cancer
- microarray data analysis
- gene expression analysis
- feature selection
- gene regulatory networks
- microarray gene expression data
- gene expression data sets
- gene expression data analysis
- selected genes
- support vector machine svm
- high throughput
- regulatory networks
- ovarian cancer
- support vector machine
- data sets
- molecular biology
- high dimensional
- feature ranking
- differentially expressed
- gene networks
- biologically relevant
- support vector
- feature extraction
- tissue samples
- decision trees
- gene clusters
- gene expression patterns
- low dimensional
- expression profiles