Genetic feature selection combined with composite fuzzy nearest neighbor classifiers for high-dimensional remote sensing data.
Shixin YuSteve De BackerPaul ScheundersPublished in: SMC (2000)
Keyphrases
- remote sensing data
- nearest neighbor classifiers
- high dimensional
- feature selection
- selective sampling
- small sample
- nearest neighbor
- remote sensing
- high dimensionality
- prototype selection
- multispectral
- dimensionality reduction
- remote sensing images
- cross validation
- feature space
- nearest neighbor classifier
- decision trees
- active learning
- random sampling
- low dimensional
- feature set
- variable selection
- support vector
- data points
- knn
- similarity search
- model selection
- nearest neighbor classification
- mutual information
- previously reported
- feature subset
- training set
- support vector machine
- image processing
- land cover
- hyperspectral
- high resolution
- feature selection algorithms
- locally adaptive
- image analysis
- satellite images
- change detection
- high dimensional data
- image classification