A stacked gaussian process for predicting geographical incidence of aflatoxin with quantified uncertainties.
Hui LiAsif J. ChowdhuryGabriel TerejanuAnindya ChandaSourav BanerjeePublished in: SIGSPATIAL/GIS (2015)
Keyphrases
- gaussian process
- gaussian processes
- gaussian process regression
- bayesian framework
- regression model
- model selection
- approximate inference
- hyperparameters
- gaussian process classification
- semi supervised
- gaussian process models
- latent variables
- dynamical model
- expectation propagation
- random sampling
- marginal likelihood
- covariance function
- incremental learning
- data mining
- closed form
- cross validation
- graphical models
- pairwise
- support vector
- feature selection
- machine learning