Feature Selection Method for Automatic Sleep Staging based on Genetic Algorithm.
Weilun YuDazhi JiangYu HuangJiali LinPublished in: CIS (2021)
Keyphrases
- genetic algorithm
- fully automatic
- significant improvement
- feature selection
- support vector machine svm
- high precision
- unsupervised learning
- optimization algorithm
- data sets
- mutual information
- feature set
- method for feature selection
- hybrid ga
- optimization method
- detection method
- classification accuracy
- cost function
- preprocessing
- particle swarm optimization
- model selection
- high accuracy
- computational cost
- segmentation method
- computational complexity
- video sequences
- similarity measure
- neural network