A novel bio-inspired hybrid multi-filter wrapper gene selection method with ensemble classifier for microarray data.
Babak Nouri-MoghaddamMehdi GhazanfariMohammad FathianPublished in: Neural Comput. Appl. (2023)
Keyphrases
- microarray data
- gene selection
- bio inspired
- microarray
- feature selection
- gene expression data
- dna microarray data
- microarray analysis
- wrapper method
- support vector machine svm
- gene expression
- pairwise
- support vector machine
- ovarian cancer
- cancer classification
- clustering method
- microarray classification
- object recognition
- high dimensional
- relevant genes
- microarray datasets
- small number of samples
- data sets
- gene expression profiles
- feature ranking
- gene ontology
- ensemble classifier
- similarity measure
- cluster analysis
- model selection
- semi supervised
- feature vectors