Wavelet and kernel dimensional reduction on arrhythmia classification of ECG signals.
Ritu SinghNavin RajpalRajesh MehtaPublished in: EAI Endorsed Trans. Scalable Inf. Syst. (2020)
Keyphrases
- ecg signals
- dimensional reduction
- support vector
- mit bih arrhythmia database
- beat classification
- heart rate variability
- atrial fibrillation
- pattern recognition
- feature space
- principal component analysis
- support vector machine svm
- feature set
- dimension reduction
- denoising
- support vector machine
- feature extraction
- decision trees
- distance measure
- image classification
- machine learning
- locally linear embedding
- classification accuracy
- electrical activity
- training set
- data structure