EEG-based driving fatigue detection using multilevel feature extraction and iterative hybrid feature selection.
Türker TuncerSengül DoganAbdulhamit SubasiPublished in: Biomed. Signal Process. Control. (2021)
Keyphrases
- feature selection
- feature extraction
- feature set
- text categorization
- feature space
- dimensionality reduction
- object detection
- image processing
- dimension reduction
- frequency domain
- preprocessing
- detection algorithm
- machine learning
- frequency analysis
- data sets
- classification accuracy
- image classification
- false alarms
- feature subset
- detection method
- wavelet transform
- discriminant analysis
- detection rate
- feature extraction and classification
- traffic accidents
- selected features
- feature selection algorithms
- support vector
- feature vectors
- anomaly detection
- model selection
- principal component analysis
- false positives
- pattern recognition
- automatic detection
- texture analysis
- information gain
- eeg signals
- mutual information
- vehicle detection
- support vector machine
- multi class