Cross-subject mental workload classification using kernel spectral regression and transfer learning techniques.
Jianhua ZhangYongcun WangSunan LiPublished in: Cogn. Technol. Work. (2017)
Keyphrases
- transfer learning
- support vector
- text classification
- cross domain learning
- learning tasks
- machine learning
- machine learning algorithms
- labeled data
- cross domain text classification
- knowledge transfer
- label information
- semi supervised learning
- model selection
- active learning
- cross domain
- kernel methods
- feature space
- decision trees
- kernel learning
- multi task learning
- reinforcement learning
- transfer knowledge
- target domain
- collaborative filtering
- gaussian processes
- support vector machine
- semi supervised
- unsupervised learning
- multi task
- supervised learning
- cross validation
- class labels
- text categorization
- feature extraction
- feature vectors
- natural language
- reproducing kernel hilbert space
- domain adaptation
- principal component analysis
- domain specific