A High-Dimensional Feature Selection Method via Selection and Non-selection Operators and Local Search Mechanism in Particle Swarm Optimization.
Zhouming ZhuLingjie LiZhijiao XiaoSongbai LiuLijia MaQiuzhen LinZhong MingPublished in: ICIC (2) (2024)
Keyphrases
- search mechanism
- feature selection
- high accuracy
- forward selection
- support vector machine svm
- particle swarm optimization
- selecting relevant features
- selection strategy
- selection algorithm
- high dimensional
- mutual information
- feature space
- model selection
- unsupervised learning
- clustering method
- similarity measure
- preprocessing
- selection criterion
- particle swarm optimization algorithm
- pairwise
- neural network
- irrelevant features
- selection scheme
- discriminative features
- variable selection
- parameter space
- optimization method
- differential evolution
- classification method
- significant improvement