Towards Robust Neuroadaptive HCI: Exploring Modern Machine Learning Methods to Estimate Mental Workload From EEG Signals.
Aurélien AppriouAndrzej CichockiFabien LottePublished in: CHI Extended Abstracts (2018)
Keyphrases
- machine learning methods
- eeg signals
- machine learning
- machine learning algorithms
- machine learning approaches
- robust estimation
- human computer interaction
- ensemble methods
- estimation error
- brain computer interface
- learned knowledge
- pattern recognition
- signal processing
- benchmark datasets
- decision rules
- support vector machine svm
- response time
- feature extraction