Cardiac arrhythmia beat classification using DOST and PSO tuned SVM.
Sandeep RajKailash Chandra RayOm ShankarPublished in: Comput. Methods Programs Biomed. (2016)
Keyphrases
- beat classification
- ecg signals
- mit bih arrhythmia database
- fuzzy expert systems
- support vector machine svm
- support vector
- particle swarm optimization pso
- particle swarm optimization
- particle swarm optimization algorithm
- support vector machine
- higher order statistics
- cardiac arrhythmias
- particle swarm optimizer
- pso algorithm
- atrial fibrillation
- svm classifier
- electrical activity
- training set
- feature selection
- heart rate variability
- optimization algorithm
- feature vectors
- patient specific
- differential evolution
- knn
- multi objective
- heart rate
- candidate pruning
- genetic algorithm
- genetic algorithm ga
- generative model
- feature extraction
- image segmentation