Two-stage classification of respiratory sound patterns.
Emin Çagatay GülerBülent SankurYasemin P. KahyaSarunas RaudysPublished in: Comput. Biol. Medicine (2005)
Keyphrases
- machine learning
- lung disease
- pattern analysis
- classification scheme
- pattern classification
- classification systems
- decision trees
- classification accuracy
- supervised learning
- feature vectors
- image classification
- model selection
- support vector machine svm
- automatic classification
- classification models
- classification rate
- eeg signals
- jumping emerging patterns
- machine learning methods
- benchmark datasets
- support vector
- feature selection
- motion compensation
- pattern mining
- machine learning algorithms
- itemsets
- data mining techniques
- emerging patterns
- sleep stage
- data mining