A graph-based semi-supervised k nearest-neighbor method for nonlinear manifold distributed data classification.
Enmei TuYaqian ZhangLin ZhuJie YangNikola K. KasabovPublished in: Inf. Sci. (2016)
Keyphrases
- k nearest neighbor
- classification method
- support vector machine svm
- knn
- semi supervised
- knn classifier
- graph construction
- distributed data
- support vector machine
- knn algorithm
- preprocessing
- databases
- pattern recognition
- nearest neighbor
- text classification
- pairwise
- dimension reduction
- neural network
- supervised learning
- feature extraction
- image processing
- multi dimensional
- unsupervised learning
- principal component analysis
- high dimensional data
- distance function
- svm classifier
- knowledge discovery
- feature vectors
- decision trees