Optimizing kNN for Mapping Vegetation Cover of Arid and Semi-Arid Areas Using Landsat Images.
Hua SunQing WangGuangxing WangHui LinPeng LuoJiping LiSiqi ZengXiaoyu XuLanxiang RenPublished in: Remote. Sens. (2018)
Keyphrases
- knn
- k nearest neighbor
- nearest neighbor
- k nearest neighbour
- distance function
- text categorization
- classification algorithm
- text classification
- similarity search
- urban areas
- knn algorithm
- support vector machine svm
- neural network
- k nearest
- classification method
- remote sensing
- support vector machine
- feature selection
- knn classifier
- knn classification
- training data
- shows significant improvements
- input space
- majority voting
- data sets