A Novel Wearable Electrocardiogram Classification System Using Convolutional Neural Networks and Active Learning.
Yufa XiaYaoqin XiePublished in: IEEE Access (2019)
Keyphrases
- active learning
- convolutional neural networks
- supervised learning
- decision trees
- selective sampling
- class imbalance
- support vector
- pattern recognition
- pattern classification
- machine learning
- text classification
- imbalanced data classification
- classification models
- classification method
- class labels
- support vector machine svm
- feature selection
- feature extraction
- image classification
- training set
- multiscale
- batch mode active learning
- feature vectors
- classification algorithm
- classification accuracy
- machine learning algorithms
- support vector machine
- feature space
- training data
- random selection
- heart rate variability
- active learning strategies
- active learning framework
- annotation effort
- feature set