A Fast Hybrid Feature Selection Method Based on Dynamic Clustering and Improved Particle Swarm Optimization for High-Dimensional Health Care Data.
Yan KangLuhan PengJing GuoYuhuan LuYun YangBaochen FanBin PuPublished in: IEEE Trans. Consumer Electron. (2024)
Keyphrases
- health care
- clustering method
- high dimensional data
- data points
- feature selection
- statistical methods
- high dimensional
- raw data
- information systems
- health data
- original data
- high dimensionality
- statistical analysis
- databases
- support vector machine
- data sources
- data analysis
- data mining techniques
- outlier detection
- knowledge discovery
- feature subset
- classification trees
- chronic disease
- temporal trends
- improved particle swarm optimization