Enhancing Lung Acoustic Signals Classification With Eigenvectors-Based and Traditional Augmentation Methods.
Naseem BabuDayananda PruthvirajaJimson MathewPublished in: IEEE Access (2024)
Keyphrases
- benchmark datasets
- acoustic signals
- machine learning methods
- classification method
- cross validation
- preprocessing
- classification systems
- data sets
- machine learning
- support vector machine
- significant improvement
- text classification
- machine learning algorithms
- feature vectors
- benchmark data sets
- feature space
- robust classification
- lung disease
- pattern recognition
- image classification
- classification accuracy
- spectral clustering
- accurate classification