Classification of Perceived Mental Stress Using A Commercially Available EEG Headband.
Aamir ArsalanMuhammad MajidAmna Rauf ButtSyed Muhammad AnwarPublished in: IEEE J. Biomed. Health Informatics (2019)
Keyphrases
- classification accuracy
- pattern recognition
- machine learning
- eeg signals
- automatic classification
- image classification
- supervised learning
- support vector
- eeg data
- classification models
- classification scheme
- classification method
- support vector machine
- feature vectors
- feature extraction
- decision trees
- pattern classification
- classification algorithm
- machine learning methods
- signal processing
- feature space
- training samples
- motor imagery
- sleep stage
- user satisfaction
- decision rules
- svm classifier
- support vector machine svm
- unsupervised learning
- text classification
- feature set
- feature selection