Cross Subject Mental Work Load Classification from Electroencephalographic Signals with Automatic Artifact Rejection and Muscle Pruning.
Sajeev KunjanTrent W. LewisTyler S. GrummettDavid M. W. PowersKenneth J. PopeSean P. FitzgibbonJohn O. WilloughbyPublished in: BIH (2016)
Keyphrases
- eeg signals
- pattern recognition
- classification method
- signal processing
- support vector machine
- automatic classification
- statistical classification
- eeg data
- features extraction
- decision trees
- support vector
- feature vectors
- classification accuracy
- classification algorithm
- load balancing
- search space
- feature space
- pattern classification
- machine learning methods
- classification process
- image classification
- machine learning algorithms
- support vector machine svm
- neural network
- feature selection
- learning algorithm
- decision rules
- classification rules
- feature set
- training set
- feature extraction
- machine learning