Mental Workload Estimation from EEG Signals Using Machine Learning Algorithms.
Baljeet Singh CheemaShabnam SamimaMonalisa SarmaDebasis SamantaPublished in: HCI (6) (2018)
Keyphrases
- machine learning algorithms
- eeg signals
- benchmark data sets
- learning algorithm
- machine learning
- decision trees
- learning problems
- predictive accuracy
- random forests
- electrical activity
- machine learning methods
- signal processing
- brain computer interface
- learning tasks
- input features
- motor imagery
- machine learning models
- machine learning systems
- machine learning approaches
- learning models
- brain activity
- eeg data
- standard machine learning algorithms
- event related potentials
- data sets
- computer vision
- multiresolution
- pattern recognition
- similarity measure