Computationally efficient techniques for spatial regression with differential regularization.
Eleonora ArnoneCarlo de FalcoLuca FormaggiaGiorgio MerettiLaura M. SangalliPublished in: Int. J. Comput. Math. (2023)
Keyphrases
- computationally efficient
- kernel ridge regression
- regression model
- spatial data
- spatial information
- gradient boosting
- regression algorithm
- spatio temporal
- model selection
- support vector regression
- regression method
- reproducing kernel hilbert space
- linear regression
- data sets
- spatial distribution
- polynomial regression
- spatial and temporal
- simple linear
- spatial location
- support vector
- computational complexity
- regression methods
- spatial frequency
- prior information
- spatial relationships
- spatial databases
- spatial correlation
- parameter selection
- spatial reasoning
- spatial relations