The concept for Gaussian process model based system identification toolbox.

Jus Kocijan Kristjan Azman Alexandra Grancharova

Published in: CompSysTech (2007)

Keyphrases

gaussian process
gaussian processes
gaussian process regression
bayesian framework
approximate inference
regression model

model selection
semi supervised
latent variables
hyperparameters
gaussian process classification
sparse approximations

dynamical model
covariance function
gaussian process models
fully bayesian
bayesian inference
generative model

decision trees
expectation propagation
marginal likelihood
feature selection
machine learning