Feature Extraction for Heartbeat Classification in Single-Lead ECG.
Jasmin BogatinovskiDragi KocevAleksandra RashkovskaPublished in: MIPRO (2019)
Keyphrases
- feature extraction
- pattern classification
- support vector machine svm
- image classification
- preprocessing
- feature vectors
- automatic classification
- feature space
- pattern recognition
- feature selection
- extracted features
- classification accuracy
- benchmark datasets
- feature representation
- dimension reduction
- decision trees
- support vector
- dimensionality reduction
- ecg signals
- wavelet transform
- texture feature extraction
- feature extraction and classification
- machine learning algorithms
- image processing
- decision rules
- principal component analysis
- extracting features
- face recognition
- discriminant analysis
- support vector machine
- frequency domain
- neural network
- fisher linear discriminant
- classification rules
- feature set
- image feature extraction
- statistical pattern recognition
- training samples
- heart rate
- training set
- svm classifier
- gabor filters
- training data
- texture analysis
- texture features
- machine learning methods