A Clustering-Assisted Regression (CAR) approach for developing spatial climate data sets in China.
Lina TangXiaodan SuGuofan ShaoHao ZhangJingzhu ZhaoPublished in: Environ. Model. Softw. (2012)
Keyphrases
- data sets
- clustering algorithm
- spatial information
- clustering method
- spatio temporal
- unsupervised learning
- mixed data
- data clustering
- cluster analysis
- regression model
- regression analysis
- spatial clustering
- long term
- k means
- neighborhood information
- high dimensional data
- training data
- spectral clustering
- real world
- document clustering
- high dimensional data sets
- linear regression
- grid cells
- hierarchical clustering
- space time
- database
- model selection
- spatial and temporal
- remote sensing
- least squares
- data points
- high dimensional
- pairwise
- training set
- cluster validity index