Heart Sound Classification from Wavelet Decomposed Signal Using Morphological and Statistical Features.
Tamanna Tabassum Khan MuniaKouhyar TavakolianAjay K. VermaVahid ZakeriFarzad Khosrow-KhavarReza Fazel-RezaiAlireza AkhbardehPublished in: CinC (2016)
Keyphrases
- feature extraction
- feature vectors
- classification accuracy
- feature set
- classification models
- classification method
- feature extraction and classification
- feature space
- class labels
- wavelet features
- feature values
- classification process
- feature analysis
- extracted features
- multiscale
- decision trees
- svm classifier
- benchmark datasets
- high dimensionality
- haar wavelets
- text classification
- signal processing
- image features
- support vector
- wavelet packet
- image processing
- original signal
- training data
- extracting features
- pattern recognition
- multiresolution
- machine learning
- statistical information
- image classification
- wavelet coefficients
- support vector machine
- wavelet packet transform
- support vector machine classifier
- non stationary