Intercalibration and Gaussian Process Modeling of Nighttime Lights Imagery for Measuring Urbanization Trends in Africa 2000-2013.
David J. SavoryRicardo Andrade PachecoPeter W. GethingAlemayehu MidekisaAdam BennettHugh J. W. SturrockPublished in: Remote. Sens. (2017)
Keyphrases
- gaussian process
- gaussian processes
- bayesian modeling
- gaussian process models
- gaussian process regression
- model selection
- bayesian framework
- dynamical models
- gaussian process classification
- regression model
- semi supervised
- approximate inference
- covariance function
- latent variables
- dynamical model
- hyperparameters
- marginal likelihood
- computer vision
- cross validation
- pairwise
- learning algorithm
- maximum a posteriori
- closed form
- active learning
- decision trees
- feature selection