Multiparticipant Federated Feature Selection Algorithm With Particle Swarm Optimization for Imbalanced Data Under Privacy Protection.
Ying HuYong ZhangDunwei GongXiaoyan SunPublished in: IEEE Trans. Artif. Intell. (2023)
Keyphrases
- privacy protection
- imbalanced data
- feature selection algorithms
- particle swarm optimization
- feature selection
- imbalanced datasets
- privacy preserving
- multi objective
- data sharing
- support vector machine
- feature set
- classification models
- minority class
- differential evolution
- class distribution
- text classification
- sampling methods
- feature subset
- high dimensionality
- data sets
- class imbalance
- ensemble methods
- data sources
- support vector
- selection algorithm
- linear regression
- machine learning
- random forest
- classification accuracy
- evolutionary algorithm
- ensemble classifier
- decision trees
- genetic algorithm
- data integration
- feature extraction
- dimensionality reduction
- principal component analysis
- neural network