Fuzzy measure with regularization for gene selection and cancer prediction.
Jinfeng WangZhenyu HeShuaiHui HuangHao ChenWenzhong WangFarhad PourpanahPublished in: Int. J. Mach. Learn. Cybern. (2021)
Keyphrases
- gene selection
- fuzzy measures
- microarray data
- microarray
- choquet integral
- fuzzy integral
- cancer classification
- cancer diagnosis
- cancer detection
- dna microarray
- gene expression profiles
- ovarian cancer
- relevant genes
- tumor classification
- gene expression data
- survival prediction
- gene expression
- prediction accuracy
- support vector machine svm
- colon cancer
- microarray datasets
- gene expression datasets
- feature selection
- data sets
- fuzzy sets
- machine learning
- data mining
- neural network
- fuzzy numbers
- unsupervised learning
- rough sets