A new BAT optimization algorithm based feature selection method for electrocardiogram heartbeat classification using empirical wavelet transform and Fisher ratio.
Atul Kumar VermaIndu SainiBarjinder Singh SainiPublished in: Int. J. Mach. Learn. Cybern. (2020)
Keyphrases
- optimization algorithm
- wavelet transform
- multi objective
- optimization method
- differential evolution
- machine learning
- feature extraction
- ecg signals
- heart rate
- classification accuracy
- image coding
- evolutionary multi objective
- particle swarm optimization pso
- feature vectors
- multiscale
- support vector machine
- control parameters
- global optima
- multiresolution
- optimization strategy
- neyman pearson
- feature set
- evolutionary algorithm
- global optimization
- heart rate variability
- hybrid optimization algorithm
- feature selection