Detection of Astronaut's Stress Levels During 240-Day Confinement using EEG Signals and Machine Learning.
Fares Al-ShargieSaleh Al-AmeriAbdulla Al-HammadiSchastlivtseva Daria VladimirovnaUsman TariqHasan Al-NashashPublished in: EMBC (2023)
Keyphrases
- eeg signals
- machine learning
- event related potentials
- learning algorithm
- epileptic seizures
- pattern recognition
- brain computer interface
- detection method
- machine learning algorithms
- computer vision
- automatic detection
- object detection
- frequency analysis
- detection algorithm
- detection rate
- false positives
- data mining
- electrical activity
- signal processing
- extracted features
- anomaly detection
- text classification
- eeg data
- motor imagery
- decision trees
- healthy subjects
- data streams
- feature selection