Semi-supervised learning for ECG classification without patient-specific labeled data.
Xiaolong ZhaiZhanhong ZhouChung TinPublished in: Expert Syst. Appl. (2020)
Keyphrases
- semi supervised learning
- labeled data
- patient specific
- unlabeled data
- labeled and unlabeled data
- semi supervised
- semi supervised classification
- text classification
- supervised learning
- class labels
- semi supervised learning algorithms
- co training
- unsupervised learning
- machine learning
- active learning
- labeled instances
- training data
- semi supervised learning methods
- supervised learning algorithms
- transductive svm
- transfer learning
- unlabeled samples
- labeled training data
- domain adaptation
- labeled examples
- label propagation
- decision trees
- abundant unlabeled data
- semisupervised learning
- data points
- label information
- instance selection
- learning models
- supervised classifiers
- text categorization
- feature extraction
- partially labeled data
- number of labeled examples
- unlabeled instances
- classification accuracy
- prior knowledge
- training set
- data sets
- unlabeled examples
- machine learning algorithms
- multiple instance learning
- learning algorithm