Evaluation of Transfer Learning to Improve Arrhythmia Classification for a Small ECG Database.
Larissa MontenegroHugo PeixotoJosé Manuel F. MachadoPublished in: IBERAMIA (2022)
Keyphrases
- transfer learning
- database
- transfer knowledge
- machine learning
- text classification
- learning tasks
- cross domain learning
- beat classification
- machine learning algorithms
- labeled data
- knowledge transfer
- cross domain text classification
- heart rate variability
- supervised learning
- text categorization
- reinforcement learning
- databases
- ecg signals
- cross domain
- feature vectors
- unlabeled data
- support vector
- semi supervised learning
- mit bih arrhythmia database
- learning algorithm
- structure learning
- labeled and unlabeled data
- label information
- multi task
- multi task learning
- class labels
- information extraction
- feature extraction
- data sets
- feature selection
- document classification
- feature space
- text mining