Efficient nearest neighbor classification with data reduction and fast search algorithms.
José Salvador SánchezJosé Martínez SotocaFiliberto PlaPublished in: SMC (5) (2004)
Keyphrases
- data reduction
- nearest neighbor classification
- data compression
- preprocessing
- knn
- locally adaptive
- nearest neighbor
- k nearest neighbor
- distance measure
- dimensionality reduction
- rough set theory
- data mining
- knowledge discovery
- image processing
- compression ratio
- classification accuracy
- decision trees
- feature selection