Sequential Markov chain Monte Carlo filter with simultaneous model selection for electrocardiogram signal modeling.
Shwetha EdlaNarayan KovvaliAntonia Papandreou-SuppappolaPublished in: EMBC (2012)
Keyphrases
- model selection
- markov chain monte carlo
- parameter estimation
- hyperparameters
- posterior distribution
- cross validation
- bayesian model selection
- bayesian inference
- sample size
- regression model
- approximate inference
- mixture model
- machine learning
- monte carlo
- markov chain
- least squares
- posterior probability
- particle filter
- maximum likelihood
- gaussian process
- generative model
- probabilistic model
- feature selection