Detection of cardiac arrhythmias from ECG signals using FBSE and Jaya optimized ensemble random subspace K-nearest neighbor algorithm.
Karthikeyan RamasamyKiruthika BalakrishnanDurgadevi VelusamyPublished in: Biomed. Signal Process. Control. (2022)
Keyphrases
- ecg signals
- random subspace
- cardiac arrhythmias
- random forest
- subspace methods
- mit bih arrhythmia database
- classifier fusion
- ensemble methods
- random subspaces
- ensemble learning
- random sampling
- beat classification
- base classifiers
- majority voting
- nearest neighbor classifiers
- classifier ensemble
- random forests
- knn
- decision trees
- fusion scheme
- object detection
- base learners
- feature set
- k nearest neighbor
- face recognition
- feature vectors
- multi class
- detection method
- regression problems
- prediction accuracy
- machine learning methods
- ensemble classifier
- classification accuracy
- comparative analysis