Comparative study of respiratory sounds classification methods based on cepstral analysis and artificial neural networks.
Abdelkrim SemmadMohammed BahouraPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- comparative study
- artificial neural networks
- machine learning methods
- classification method
- preprocessing
- benchmark datasets
- significant improvement
- benchmark data sets
- cross validation
- pattern recognition
- support vector machine
- classification systems
- machine learning
- neural network
- accurate classification
- machine learning algorithms
- feature extraction
- neural networks and support vector machines
- terms of classification accuracy
- data sets
- roc curve
- statistical analysis
- active learning
- training set
- feature space