A Novel Two-Stage Heart Arrhythmia Ensemble Classifier.
Mercedeh J. RezaeiJohn R. WoodwardJulia RamírezPatricia B. MunroePublished in: Comput. (2021)
Keyphrases
- ensemble classifier
- atrial fibrillation
- heart disease
- beat classification
- cardiac arrhythmias
- ensemble learning
- mining concept drifting data streams
- fusion method
- random forest
- ensemble methods
- ecg signals
- concept drift
- classification models
- mit bih arrhythmia database
- feature selection
- heart rate variability
- base classifiers
- support vector machine
- preprocessing step
- weak classifiers
- decision trees
- graph cuts
- xml documents