A federated feature selection algorithm based on particle swarm optimization under privacy protection.
Ying HuYong ZhangXiaozhi GaoDunwei GongXianfang SongYinan GuoJun WangPublished in: Knowl. Based Syst. (2023)
Keyphrases
- privacy protection
- feature selection algorithms
- particle swarm optimization
- feature selection
- privacy preserving
- data sets
- multi objective
- information loss
- differential evolution
- data sharing
- feature set
- data collection
- statistical databases
- digital libraries
- sensitive information
- private information
- selection algorithm
- data anonymization
- feature subset
- metaheuristic
- genetic algorithm
- classification accuracy
- databases
- third party
- data points
- evolutionary algorithm
- database systems