A new feature selection approach for driving fatigue EEG detection with a modified machine learning algorithm.
Yun ZhengYuliang MaJared CammonSongjie ZhangJianhai ZhangYingchun ZhangPublished in: Comput. Biol. Medicine (2022)
Keyphrases
- feature selection
- learning algorithm
- automatic detection
- machine learning
- traffic accidents
- detection algorithm
- text categorization
- learning problems
- false positives
- detection method
- feature extraction
- active learning
- feature selection algorithms
- classification accuracy
- detection rate
- driver assistance systems
- vehicle detection
- false alarms
- object detection
- reinforcement learning
- multi class
- text classification
- signal processing
- supervised learning
- knn
- training data
- learning rate
- anomaly detection
- learning scheme
- eeg signals
- discriminative features