A Hybrid Classification Approach Based on Support Vector Machine and K-Nearest Neighbor for Remote Sensing Data.
Gulnaz AlimjanTieli SunHurxida JumahunYu GuanWanting ZhouHongguang SunPublished in: Int. J. Pattern Recognit. Artif. Intell. (2017)
Keyphrases
- k nearest neighbor
- support vector machine
- knn
- remote sensing data
- classification method
- support vector machine svm
- classification algorithm
- svm classifier
- knn algorithm
- k nearest neighbour
- nearest neighbor
- knn classifier
- feature selection
- knn classification
- feature vectors
- support vector
- multi class
- remote sensing
- machine learning
- majority voting
- training set
- decision boundary
- text classification
- feature space
- classification accuracy
- neural network
- training data
- nearest neighbour
- pattern classification
- high quality
- hyperspectral images
- pattern recognition
- multispectral
- high resolution
- feature reduction
- feature extraction
- decision trees
- remotely sensed data
- active learning