Gaussian process clustering for the functional characterisation of vital-sign trajectories.
Marco A. F. PimentelDavid A. CliftonLionel TarassenkoPublished in: MLSP (2013)
Keyphrases
- gaussian process
- gaussian processes
- gaussian process regression
- regression model
- model selection
- approximate inference
- hyperparameters
- bayesian framework
- clustering algorithm
- gaussian process classification
- latent variables
- expectation propagation
- semi supervised
- gaussian process models
- k means
- dynamical model
- sparse approximations
- bayesian inference
- data points
- covariance function
- data sets
- support vector
- bayesian networks