Classification of extrasystole heart sounds with MFCC features by using Artificial Neural Network.
Huseyin CoskunOmer DeperliogluTuncay YigitPublished in: SIU (2017)
Keyphrases
- using artificial neural networks
- feature extraction
- feature set
- feature vectors
- classification accuracy
- classification models
- svm classifier
- classification process
- feature space
- classification method
- spectral features
- class labels
- pattern recognition
- extracted features
- feature representation
- textural features
- feature analysis
- classification algorithm
- support vector machine
- text classification
- low level
- artificial neural networks
- extracting features
- decision trees
- mel frequency cepstral coefficients
- benchmark datasets
- support vector machine svm
- training set
- support vector
- feature values
- svm classification
- training data
- feature level fusion
- feature selection algorithms
- feature subset
- gaussian mixture model
- structural features
- musical instrument
- neural network