Segment Origin Prediction: A Self-supervised Learning Method for Electrocardiogram Arrhythmia Classification.
Chuankai LuoGuijin WangZijian DingHui ChenFan YangPublished in: EMBC (2021)
Keyphrases
- classification accuracy
- classification method
- support vector machine svm
- supervised learning
- unsupervised learning
- preprocessing
- machine learning
- pattern classification
- prediction model
- prior knowledge
- learning process
- pattern recognition
- prediction error
- benchmark data sets
- training process
- learning tasks
- learning scheme
- supervised learning algorithms
- classification algorithm
- cross validation
- model selection
- pairwise
- segmentation algorithm
- training samples
- machine learning methods
- feature set
- support vector machine
- probabilistic model
- active learning
- learning algorithm
- classification process
- radial basis function network
- neural network