Multi-Class Arrhythmia Classification and R-Peak Detection Method of ECG Signal Based on One-Dimensional U-Net with Skip-Connection and Data Augmentation.
Yamin LiuHanshuang XieJiayi YanZhen WangMengna ZhengFan WuYun PanPublished in: FSDM (2023)
Keyphrases
- multi class
- detection method
- ecg signals
- multiple classes
- support vector machine
- data sets
- single class
- machine learning
- detection algorithm
- data points
- multi class classification
- cost sensitive
- binary and multi class
- multi class svm
- feature extraction
- class probabilities
- multiclass classification
- object detection
- decision boundary
- face detection
- similarity measure
- feature space
- training set
- supervised learning
- feature selection
- error correcting output codes
- classification accuracy