Gene selection via improved nuclear reaction optimization algorithm for cancer classification in high-dimensional data.
Amr A. Abd El-MageedAhmed E. ElkhouliAmr A. AbohanyMona GafarPublished in: J. Big Data (2024)
Keyphrases
- optimization algorithm
- high dimensional data
- cancer classification
- gene selection
- gene expression data
- microarray data
- microarray
- multi objective
- high dimensionality
- cancer diagnosis
- high dimensional
- dimensionality reduction
- low dimensional
- data sets
- dna microarray
- gene expression
- gene expression profiles
- nearest neighbor
- similarity search
- data points
- random forest
- gene expression datasets
- data analysis
- relevant genes
- feature selection
- small sample size
- linear discriminant analysis
- microarray datasets
- input data
- informative genes
- colon cancer
- high throughput
- feature ranking
- gene sets
- support vector machine svm
- pattern recognition
- genetic algorithm