LwF-ECG: Learning-without-forgetting approach for electrocardiogram heartbeat classification based on memory with task selector.
Nassim AmmourHaikel AlhichriYakoub BaziNaif AlajlanPublished in: Comput. Biol. Medicine (2021)
Keyphrases
- incremental learning
- supervised learning
- decision trees
- learning algorithm
- unsupervised learning
- pattern recognition
- learning process
- statistical learning
- machine learning
- learning tasks
- classification rules
- multi category
- structured output
- heart rate
- ecg signals
- learning phase
- classification scheme
- benchmark datasets
- text classification
- reinforcement learning
- classification accuracy
- active learning
- memory requirements
- feature extraction
- rule learning
- prior knowledge
- training set
- feature space