Deep Transfer Learning Approach for Obstructive Sleep Apnea Classification with Photoplethysmography Signal.
E. Smily Jeya JothiJ. AnithaD. Jude HemanthPublished in: DSIE (2022)
Keyphrases
- transfer learning
- text classification
- machine learning
- machine learning algorithms
- pattern recognition
- cross domain learning
- learning tasks
- classification accuracy
- labeled data
- obstructive sleep apnea
- cross domain
- active learning
- knowledge transfer
- pattern classification
- text categorization
- domain adaptation
- decision trees
- transfer knowledge
- feature space
- support vector
- sleep apnea
- collaborative filtering
- support vector machine
- knn
- support vector machine svm
- class labels
- training data
- feature extraction
- target domain
- k nearest neighbor
- multi task
- training samples
- model selection
- dimensionality reduction
- supervised learning
- reinforcement learning
- face recognition
- learning algorithm