Premature Ventricular Contraction Arrhythmia Detection and Classification with Gaussian Process and S Transform.
Yakoub BaziHaikel HichriNaif AlajlanNassim AmmourPublished in: CICSyN (2013)
Keyphrases
- gaussian process
- model selection
- heart rate variability
- gaussian processes
- gaussian process classification
- kernel logistic regression
- decision trees
- gaussian process regression
- regression model
- hyperparameters
- support vector
- feature extraction
- bayesian framework
- semi supervised
- latent variables
- feature vectors
- density estimation
- atrial fibrillation
- covariance function
- cross validation
- prior knowledge
- image classification
- approximate inference
- mit bih arrhythmia database
- sparse approximations
- feature selection
- beat classification
- gaussian process models
- training set
- incremental learning
- co occurrence