A Bayesian Neural Network Approach for Sleep Apnea Classification.
Oscar Fontenla-RomeroBertha Guijarro-BerdiñasAmparo Alonso-BetanzosAna del Rocío Fraga-IglesiasVicente Moret-BonilloPublished in: AIME (2003)
Keyphrases
- neural network
- pattern recognition
- sleep stage
- sleep apnea
- classification scheme
- learning vector quantization
- feature extraction
- image classification
- support vector
- incremental learning
- pattern classification
- cross validation
- genetic algorithm
- image processing
- fuzzy logic
- feature vectors
- support vector machine svm
- back propagation
- artificial neural networks
- classification method
- feature space
- decision trees
- multi layer perceptron
- automatic classification
- class conditional densities
- maximum likelihood
- nearest neighbour
- gaussian processes
- training process
- classification models
- text classification
- supervised learning
- support vector machine
- bayesian networks
- machine learning