Bi-Directional Feature Fixation-Based Particle Swarm Optimization for Large-Scale Feature Selection.
Jia-Quan YangQite YangKe-Jing DuChun-Hua ChenHua WangSang-Woon JeonJun ZhangZhi-Hui ZhanPublished in: IEEE Trans. Big Data (2023)
Keyphrases
- bi directional
- particle swarm optimization
- feature selection
- feature set
- irrelevant features
- feature subset
- redundant features
- discriminative features
- pso algorithm
- feature ranking
- associative memory
- eye tracking
- selected features
- input features
- mutual information
- support vector
- real world
- visual attention
- selecting features
- neural network
- machine learning
- multi objective
- selection criterion
- eye movements
- supervised feature selection
- model selection
- particle swarm optimization pso
- feature selection algorithms
- particle swarm optimization algorithm
- convergence speed
- differential evolution
- swarm intelligence
- classification accuracy
- kernel methods
- feature space
- genetic algorithm
- high dimensionality
- global optimization