Multi-scale Gaussian process experts for dynamic evolution prediction of complex systems.
Changqing ChengPublished in: Expert Syst. Appl. (2018)
Keyphrases
- complex systems
- gaussian process
- gaussian process models
- multiscale
- gaussian processes
- dynamic systems
- bayesian framework
- model selection
- gaussian process regression
- hyperparameters
- regression model
- gaussian process classification
- approximate inference
- steady state simulation
- technical systems
- sparse approximations
- multi agent systems
- biological systems
- latent variables
- covariance function
- expectation propagation
- error rate
- maximum a posteriori
- human pose estimation
- denoising
- noise level
- feature selection
- cooperative
- image reconstruction
- sparse representation
- generative model