ECG Heartbeat Classification Using Convolutional Neural Networks.
Xuexiang XuHongxing LiuPublished in: IEEE Access (2020)
Keyphrases
- convolutional neural networks
- ecg signals
- pattern recognition
- pattern classification
- support vector machine svm
- classification accuracy
- text classification
- decision trees
- classification method
- support vector
- feature vectors
- machine learning
- feature extraction
- automatic classification
- classification models
- training set
- heart rate
- classification process
- preprocessing
- feature space
- decision rules
- svm classifier
- class labels
- benchmark datasets
- machine learning algorithms
- classification rate
- supervised classification
- association rules
- image classification
- support vector machine