A temporally quantized distribution of pupil diameters as a new feature for cognitive load classification.
Wolfgang FuhlSusanne ZabelTheresa Anisja HarbigJulia Astrid MoldtTeresa Festl WieteAnne Herrmann-WernerKay NieseltPublished in: CoRR (2023)
Keyphrases
- cognitive load
- feature vectors
- pupil size
- working memory
- image classification
- machine learning
- support vector machine svm
- feature selection
- classification accuracy
- feature extraction
- spatio temporal
- skill acquisition
- feature values
- temporal information
- feature set
- support vector machine
- feature space
- eye tracking
- learning experience
- individual differences
- decision trees
- support vector