Sleep stage classification with stochastic Bayesian inference.
Laurie E. CalvetJoseph S. FriedmanDamien QuerliozPierre BessièreJacques DroulezPublished in: NANOARCH (2016)
Keyphrases
- bayesian inference
- sleep stage
- probabilistic model
- bayesian model
- hyperparameters
- prior information
- sleep apnea
- variational inference
- statistical inference
- feature space
- weighted model counting
- hidden variables
- machine learning
- markov chain monte carlo
- hierarchical bayesian
- bayesian models
- bayesian classifier
- monte carlo
- training set
- variational bayes
- gibbs sampler
- model selection
- particle filter
- support vector