A deep transfer learning approach for wearable sleep stage classification with photoplethysmography.
Mustafa RadhaPedro FonsecaArnaud MoreauMarco RossAndreas CernyPeter AndererXi LongRonald M. AartsPublished in: npj Digit. Medicine (2021)
Keyphrases
- transfer learning
- sleep stage
- machine learning
- text classification
- learning tasks
- activity recognition
- cross domain learning
- labeled data
- sleep apnea
- knowledge transfer
- active learning
- machine learning algorithms
- supervised learning
- transfer knowledge
- support vector machine
- semi supervised learning
- cross domain
- collaborative filtering
- cross domain text classification
- label information
- reinforcement learning
- feature space
- feature vectors
- support vector
- class labels
- multi task
- feature extraction
- learning algorithm
- text categorization
- text mining
- feature selection
- face recognition
- multi task learning
- domain adaptation
- structure learning
- target domain
- data mining
- document classification