Gaussian process machine learning and Kriging for groundwater salinity interpolation.
Tao CuiDan PagendamMat GilfedderPublished in: Environ. Model. Softw. (2021)
Keyphrases
- gaussian process
- machine learning
- model selection
- gaussian processes
- interpolation method
- regression model
- gaussian process classification
- gaussian process regression
- bayesian framework
- approximate inference
- hyperparameters
- semi supervised
- latent variables
- data mining
- expectation propagation
- gaussian process models
- cross validation
- sparse approximations
- decision trees
- information extraction
- learning tasks
- covariance function
- incremental learning
- active learning
- computer vision
- data analysis
- supervised learning
- feature selection
- learning algorithm
- marginal likelihood
- transfer learning
- em algorithm
- data sets