Measuring Cognitive Load: Leveraging fNIRS and Machine Learning for Classification of Workload Levels.
Mehshan Ahmed KhanHoushyar AsadiThuong HoangChee Peng LimSaeid NahavandiPublished in: ICONIP (9) (2023)
Keyphrases
- cognitive load
- machine learning
- pattern recognition
- machine learning algorithms
- machine learning methods
- machine learning approaches
- decision trees
- supervised learning
- classification accuracy
- support vector machine
- working memory
- supervised classification
- supervised machine learning
- feature selection
- text classification
- support vector machine svm
- computer literacy
- feature space
- support vector
- learning algorithm
- skill acquisition
- response time
- active learning
- feature extraction