Assessment of ensemble classifiers using the bagging technique for improved land cover classification of multispectral satellite images.
Hassan MohamedAbdel-Azim NegmMohamed ZahranOliver SaavedraPublished in: Int. Arab J. Inf. Technol. (2018)
Keyphrases
- ensemble classifier
- multispectral satellite images
- land cover classification
- multispectral
- ensemble classification
- ensemble learning
- ensemble methods
- majority voting
- base classifiers
- concept drift
- random forest
- remote sensing
- fusion method
- support vector machine
- image data
- hyperspectral
- remote sensing data
- classification models
- supervised classification
- image analysis
- land cover
- feature selection
- decision trees
- principal component analysis
- support vector
- machine learning
- generalization ability
- multi class
- image processing