Estimation of the Derivative-Based Global Sensitivity Measures Using a Gaussian Process Metamodel.
Matthias De LozzoAmandine MarrelPublished in: SIAM/ASA J. Uncertain. Quantification (2016)
Keyphrases
- gaussian process
- metamodel
- gaussian processes
- gaussian process regression
- regression model
- modeling language
- development process
- bayesian framework
- life cycle
- model selection
- latent variables
- uml profile
- hyperparameters
- software systems
- semi supervised
- data model
- covariance function
- gaussian process models
- black box
- expectation propagation
- parameter estimation
- software engineering
- parameter settings
- databases
- data sets
- database