Combining Regression Kriging With Machine Learning Mapping for Spatial Variable Estimation.
Xiuquan LiYile AoShuang GuoLiping ZhuPublished in: IEEE Geosci. Remote. Sens. Lett. (2020)
Keyphrases
- machine learning
- regression model
- spatial information
- model selection
- nonparametric regression
- classification and regression problems
- learning systems
- machine learning algorithms
- estimation algorithm
- estimation problems
- semi parametric
- computer vision
- spatial and temporal
- machine learning methods
- computational intelligence
- regression analysis
- feature selection
- spatial data
- data mining
- support vector regression
- linear regression
- spatial relationships
- spatial distribution
- natural language processing
- information extraction
- robust regression
- ordinary least squares
- explanation based learning
- accurate estimation
- simple linear
- target variable
- statistical methods
- kernel methods
- pattern recognition
- space time
- computer science
- knowledge acquisition
- data analysis
- supervised learning
- knowledge representation
- estimation accuracy
- neural network
- reinforcement learning
- knowledge discovery
- learning problems
- artificial intelligence
- learning algorithm
- gaussian processes
- learning tasks