ECG Arrhythmia Classification Using Transfer Learning from 2-Dimensional Deep CNN Features.
Milad SalemShayan TaheriJiann-Shiun YuanPublished in: CoRR (2018)
Keyphrases
- transfer learning
- classification accuracy
- ecg signals
- feature extraction
- feature set
- feature vectors
- extracted features
- cross domain
- text classification
- labeled data
- machine learning
- class labels
- cross domain learning
- convolutional neural network
- feature space
- knowledge transfer
- learning tasks
- supervised learning
- heart rate variability
- semi supervised learning
- machine learning algorithms
- reinforcement learning
- active learning
- support vector
- decision trees
- mit bih arrhythmia database
- transfer knowledge
- heart rate
- cross domain text classification
- beat classification
- learning algorithm
- training examples
- unsupervised learning
- collaborative filtering
- training set
- knowledge sharing
- text categorization
- unlabeled data
- similarity measure