A Novel EEG Classification Technique Based on Particle Swarm Optimization for Hand and Finger Movements.
Nourhan WafeekRoaa I. MubarakMohamed E. ElbablyPublished in: AISI (2019)
Keyphrases
- particle swarm optimization
- pattern recognition
- eeg signals
- classification accuracy
- decision trees
- classification models
- machine learning
- classification scheme
- automatic classification
- supervised learning
- sleep stage
- pso algorithm
- decision rules
- support vector machine svm
- benchmark datasets
- classification algorithm
- image classification
- artificial neural networks
- feature extraction
- training samples
- class labels
- text classification
- particle swarm optimization pso
- global optimization
- pattern classification
- multi class
- active learning
- feature space
- eeg data