Activation Modeling and Classification of Voluntary and Imagery Movements From the Prefrontal fNIRS Signals.
Md. Asadur RahmanMohd Abdur RashidMohiuddin AhmadAnna KuwanaHaruo KobayashiPublished in: IEEE Access (2020)
Keyphrases
- support vector machine svm
- classification accuracy
- text classification
- decision trees
- pattern recognition
- feature space
- automatic classification
- classification method
- high resolution
- feature extraction
- feature selection
- eeg signals
- classification models
- pattern classification
- classification scheme
- machine learning methods
- machine learning
- model selection
- image classification
- signal processing
- feature vectors
- class labels
- decision rules
- benchmark datasets
- independent component analysis
- learning algorithm
- classification systems
- data sets
- hyperspectral images
- spectral analysis
- thematic mapper