Machine Learning for Cognitive Load Classification - A Case Study on Contact-Free Approach.
Mobyen Uddin AhmedShahina BegumRikard GestlöfHamidur RahmanJohannes SörmanPublished in: AIAI (1) (2020)
Keyphrases
- cognitive load
- machine learning
- pattern recognition
- machine learning methods
- decision trees
- supervised machine learning
- feature selection
- machine learning algorithms
- text classification
- classification accuracy
- support vector machine
- feature vectors
- case study
- supervised classification
- machine learning approaches
- supervised learning
- working memory
- computational model
- learning algorithm
- model selection
- text mining
- support vector
- feature extraction
- decision making
- training data
- individual differences
- metadata
- computer literacy
- cognitive load theory