MVKT-ECG: Efficient single-lead ECG classification for multi-label arrhythmia by multi-view knowledge transferring.
Yuzhen QinLi SunHui ChenWenming YangWei-Qiang ZhangJintao FeiGuijin WangPublished in: Comput. Biol. Medicine (2023)
Keyphrases
- multi view
- multi label
- multi label classification
- heart rate variability
- beat classification
- ecg signals
- image classification
- class labels
- mit bih arrhythmia database
- single view
- text classification
- co training
- semi supervised
- text categorization
- multiple views
- d objects
- image annotation
- graph cuts
- binary classification
- learning tasks
- feature space
- classification algorithm
- support vector
- feature vectors
- feature extraction
- three dimensional
- feature selection
- classification accuracy
- range images
- multi class
- semi supervised learning
- support vector machine
- knowledge discovery
- decision trees
- machine learning algorithms
- data mining
- nearest neighbor
- hyperplane
- similarity measure
- small number
- prior knowledge
- machine learning