On the effectiveness of signal decomposition, feature extraction and selection on lung sound classification.
Andrine ElsetrønningAdil RasheedJon BekkerOmer SanPublished in: CoRR (2020)
Keyphrases
- feature extraction and selection
- pattern recognition
- lung disease
- feature extraction
- feature set
- classification accuracy
- support vector
- feature vectors
- signal processing
- machine learning
- decision trees
- support vector machine
- pattern classification
- sound signals
- classification scheme
- automatic classification
- text classification
- image classification
- wavelet transform
- preprocessing
- image processing
- classification models
- compressive sensing
- heart rate
- feature space