Improving Nearest Neighbor Classification Using Particle Swarm Optimization with Novel Fitness Function.
Ali AdeliAhmad Ghorbani-RadM. Javad ZomorodianMehdi NeshatSaeed MozaffariPublished in: ICCCI (2) (2012)
Keyphrases
- fitness function
- nearest neighbor classification
- genetic programming
- genetic algorithm
- evolutionary algorithm
- genetic algorithm ga
- locally adaptive
- nearest neighbor
- genetic operators
- distance measure
- metric learning
- evolutionary search
- k nearest neighbor
- distance function
- nearest neighbor classifier
- binary particle swarm optimization
- search space
- genetic algorithm is employed
- knn
- fitness evaluation
- dimensionality reduction methods
- crossover operator
- image processing
- machine learning
- denoising
- multiresolution