Phonocardiogram signals classification into normal heart sounds and heart murmur sounds.
Fatima ChakirAbdelilah JilbabChafik NacirAhmed HammouchPublished in: SITA (2016)
Keyphrases
- sound signals
- sound source
- spectral features
- wall motion
- musical instrument
- electrical activity
- pattern recognition
- decision trees
- feature extraction
- image classification
- classification scheme
- feature selection
- automatic classification
- neural network
- preprocessing
- classification accuracy
- pattern classification
- signal processing
- classification systems
- left ventricle
- eeg signals
- speech recognition
- benchmark datasets
- classification models
- speech signal
- support vector machine svm
- spectral analysis
- model selection
- heart disease
- eeg data
- left ventricular
- beating heart
- independent component analysis
- feature vectors
- classification method
- classification algorithm