An Evolutionary-Neural Mechanism for Arrhythmia Classification With Optimum Features Using Single-Lead Electrocardiogram.
Amnah NasimDavid C. NchekwubeFarzeen MunirYoon Sang KimPublished in: IEEE Access (2022)
Keyphrases
- feature vectors
- classification accuracy
- feature set
- feature extraction
- ecg signals
- classification method
- feature space
- classification models
- benchmark datasets
- feature analysis
- heart rate variability
- classification process
- feature representation
- svm classifier
- extracted features
- extracting features
- beat classification
- feature selection
- class labels
- support vector machine
- neural network
- support vector machine svm
- discriminative features
- image classification
- heart rate
- pattern recognition
- single feature
- feature construction
- continuous wavelet transform
- category labels
- feature reduction
- textural features
- features extraction
- feature ranking
- training set
- irrelevant features
- gender classification
- high dimensionality
- feature values
- training samples
- pattern classification