EEG-based Cognitive Load Classification using Feature Masked Autoencoding and Emotion Transfer Learning.
Dustin PulverPrithila AngkanPaul HunglerAli EtemadPublished in: ICMI (2023)
Keyphrases
- transfer learning
- cognitive load
- text classification
- learning tasks
- feature vectors
- machine learning algorithms
- knowledge transfer
- cross domain learning
- machine learning
- eeg signals
- cross domain
- reinforcement learning
- label information
- working memory
- active learning
- support vector machine
- supervised learning
- feature set
- decision trees
- labeled data
- domain adaptation
- cross domain text classification
- semi supervised learning
- text categorization
- feature selection
- multi task
- learning algorithm
- manifold alignment
- transfer knowledge
- data sets
- unsupervised learning
- text mining
- multi task learning
- prior knowledge
- skill acquisition
- feature extraction
- natural language
- multi class
- brain computer interface
- collaborative filtering
- learning outcomes