Investigating Ensemble Learning and Classifier Generalization in a Hybrid, Passive Brain-Computer Interface for Assessing Cognitive Workload.
Samantha L. KlostermanJustin R. EeppPublished in: EMBC (2019)
Keyphrases
- ensemble learning
- brain computer interface
- event related potentials
- motor imagery
- multiple classifiers
- individual classifiers
- ensemble classifier
- generalization ability
- ensemble methods
- signal processing
- weak learners
- base classifiers
- brain signals
- eeg signals
- evoked potentials
- random forest
- concept drift
- feature selection
- prior knowledge
- high dimensional
- pairwise
- training set
- pattern recognition
- neural network
- computer vision