MCMC Bayesian inference for heart sounds screening in assistive environments.
Manolis MaragoudakisEuripidis N. LoukisPublished in: PETRA (2011)
Keyphrases
- bayesian inference
- markov chain monte carlo
- probabilistic model
- prior information
- hyperparameters
- expectation propagation
- variational bayes
- statistical inference
- bayesian model
- smart environments
- particle filter
- gibbs sampler
- home environments
- weighted model counting
- variational inference
- hierarchical bayesian
- sound signals
- hidden variables
- posterior distribution
- gibbs sampling
- variational approximation
- markov networks
- reinforcement learning
- image reconstruction