Classifying urban functional regions by integrating buildings and points-of-interest using a stacking ensemble method.
Min YangBo KongRuirong DangXiongfeng YanPublished in: Int. J. Appl. Earth Obs. Geoinformation (2022)
Keyphrases
- ensemble methods
- base classifiers
- ensemble learning
- urban areas
- prediction accuracy
- random forests
- random forest
- machine learning methods
- decision trees
- benchmark datasets
- rotation forest
- generalization ability
- base learners
- drifting concepts
- classifier ensemble
- data points
- multi class
- aerial images
- cluster ensemble
- multilabel classification
- input image
- image features
- feature space
- meta learning
- support vector
- ensemble classifier
- clustering algorithm
- machine learning
- classifier combination
- data mining
- neural network