Assessment of support vector machines and convolutional neural networks to detect snoring using Emfit mattress.
Jose Maria Perez-MaciasSharath AdavanneJari ViikAlpo VärriSari-Leena HimanenMirja TenhunenPublished in: EMBC (2017)
Keyphrases
- convolutional neural networks
- support vector
- learning machines
- large margin classifiers
- convolutional network
- detection method
- kernel function
- support vector machine
- detection algorithm
- logistic regression
- cross validation
- svm classifier
- hyperplane
- automatic detection
- loss function
- support vectors
- classification accuracy
- real time
- radial basis function
- multi class
- generalization ability
- risk assessment
- machine intelligence
- scheduling problem
- multi class classification
- pairwise
- information systems