Exploring the classification performance of different EEG bands for anesthesia monitoring.
M. N. Nashid RahmanDewan Imran AhmedPratik DasMd. Asadur RahmanPublished in: Iran J. Comput. Sci. (2023)
Keyphrases
- eeg data
- eeg signals
- classification accuracy
- machine learning
- classification algorithm
- independent component analysis
- pattern recognition
- feature space
- feature vectors
- image classification
- classification process
- feature extraction
- classification scheme
- monitoring system
- machine learning methods
- support vector
- sleep stage
- motor imagery
- decision trees
- classification systems
- rule base
- pattern classification
- support vector machine svm
- model selection
- support vector machine
- classification rules
- real time
- benchmark datasets
- classification models
- automatic classification
- machine learning algorithms
- brain computer interface
- text classification
- hyperspectral data
- signal processing
- preprocessing