Fusion of Deep Features from 2D-DOST of fNIRS Signals for Subject-Independent Classification of Motor Execution Tasks.
Pouya KhaniVahid SoloukHashem KalbkhaniFarid AhmadiPublished in: Int. J. Intell. Syst. (2023)
Keyphrases
- feature extraction
- feature vectors
- classification accuracy
- classification models
- feature set
- feature space
- classification method
- classification process
- eeg signals
- svm classifier
- extracted features
- feature level fusion
- image classification
- class labels
- feature selection
- supervised machine learning algorithms
- extracting features
- feature fusion
- knn
- classification algorithm
- benchmark datasets
- supervised classifiers
- feature representation
- feature values
- feature analysis
- late fusion
- feature subset
- image features
- signal processing
- support vector machine
- fusion scheme
- unsupervised methods
- spectral features
- feature selection algorithms
- support vector
- pattern recognition
- training set
- information fusion
- high dimensionality
- data fusion
- training samples
- supervised learning