Identification of asthma severity levels through wheeze sound characterization and classification using integrated power features.
Fizza Ghulam NabiKenneth SundarajChee Kiang LamPublished in: Biomed. Signal Process. Control. (2019)
Keyphrases
- classification accuracy
- feature vectors
- feature extraction
- extracted features
- classification models
- classification method
- feature space
- feature set
- classification process
- svm classifier
- feature weights
- pattern recognition
- feature analysis
- svm classification
- support vector
- automatic classification
- image classification
- features extraction
- benchmark datasets
- class labels
- extracting features
- support vector machine svm
- gender classification
- feature construction
- feature extraction and classification
- machine learning
- writer identification
- pattern classification
- musical instrument
- text classification
- co occurrence
- feature subset
- feature values
- feature reduction
- abstraction levels
- image features
- irrelevant features
- training samples
- binary features
- fractal dimensions
- discriminative features
- feature selection algorithms
- high dimensionality
- classification algorithm
- decision trees
- learning algorithm