PCA Representation of ECG Signal as a Useful Tool for Detection of Premature Ventricular Beats in 3-Channel Holter Recording by Neural Network and Support Vector Machine Classifier.
Stanislaw JankowskiJacek J. DuszaMariusz WierzbowskiArtur OreziakPublished in: ISBMDA (2004)
Keyphrases
- support vector machine classifier
- neural network
- ecg signals
- feature extraction
- random projections
- support vector machine
- atrial fibrillation
- principal component analysis
- svm classifier
- power line
- dimensionality reduction
- object detection
- mit bih arrhythmia database
- beat classification
- support vector
- face recognition
- image classification
- expectation maximization
- image representation
- image database
- knn
- texture descriptors
- image analysis
- pattern recognition
- heart rate variability
- image processing
- learning algorithm