Combining adaptive vector quantization and prototype selection techniques to improve nearest neighbour classifiers.
Francesc J. FerriPublished in: Kybernetika (1998)
Keyphrases
- vector quantization
- nearest neighbour
- prototype selection
- image compression
- k nearest neighbour
- vector quantizer
- knn
- k nearest neighbor
- nearest neighbor classifier
- decision trees
- distortion measure
- euclidean distance
- nearest neighbor
- selection algorithm
- training set
- nearest neighbor classification
- feature selection
- rough sets
- wavelet transform
- training data
- neural network
- self organizing maps
- linear combination
- distance measure
- support vector machine
- artificial neural networks
- reinforcement learning
- finite state vector quantization