Pattern recognition methods applied to respiratory sounds classification into normal and wheeze classes.
Mohammed BahouraPublished in: Comput. Biol. Medicine (2009)
Keyphrases
- pattern recognition
- feature extraction and selection
- preprocessing
- benchmark datasets
- machine learning
- machine learning methods
- classification method
- feature extraction
- neural network
- methods can be applied
- cross validation
- robust classification
- support vector
- classification systems
- medical images
- neural networks and support vector machines
- discriminant functions
- field of pattern recognition
- accurate classification
- benchmark data sets
- support vector machine svm
- supervised learning
- classification accuracy
- decision trees
- image processing
- naive bayes
- model selection
- text classification
- dimensionality reduction
- rough sets
- dimensionality reduction methods
- pattern recognition problems
- feature vectors
- face recognition
- feature selection
- computer vision