An incremental learning system for atrial fibrillation detection based on transfer learning and active learning.
Haotian ShiHaoren WangChengjin QinLiqun ZhaoChengliang LiuPublished in: Comput. Methods Programs Biomed. (2020)
Keyphrases
- transfer learning
- incremental learning
- active learning
- semi supervised
- labeled data
- learning tasks
- atrial fibrillation
- supervised learning
- batch mode
- knowledge transfer
- learning process
- cross domain
- machine learning
- semi supervised learning
- multi task
- machine learning algorithms
- learning algorithm
- text classification
- unlabeled data
- reinforcement learning
- labeled examples
- text categorization
- collaborative filtering
- object recognition
- e learning
- ecg signals
- heart rate variability
- data sets
- similarity measure