A two-stage clonal selection algorithm for local feature selection on high-dimensional data.
Yi WangHao TianTao LiXiaojie LiuPublished in: Inf. Sci. (2024)
Keyphrases
- high dimensional data
- clonal selection algorithm
- feature selection
- high dimensionality
- dimensionality reduction
- artificial immune system
- immune clonal selection
- function optimization
- dimension reduction
- high dimensional
- low dimensional
- nearest neighbor
- clonal selection
- data sets
- data points
- subspace clustering
- selection strategy
- text categorization
- data analysis
- feature space
- feature extraction
- high dimensional datasets
- high dimensional spaces
- text classification
- genetic algorithm
- support vector
- knn
- selection mechanism
- model selection
- clustering high dimensional data
- evolutionary algorithm
- job shop scheduling problem
- feature subset
- image data
- ant colony optimization
- informative features
- support vector machine
- data mining