A first attempt on evolutionary prototype reduction for nearest neighbor one-class classification.
Bartosz KrawczykIsaac TrigueroSalvador GarcíaMichal WozniakFrancisco HerreraPublished in: IEEE Congress on Evolutionary Computation (2014)
Keyphrases
- nearest neighbor
- k nearest neighbor
- knn
- genetic algorithm
- high dimensional data
- nearest neighbor algorithm
- nearest neighbor search
- evolutionary optimization
- high dimensional
- training set
- data sets
- distance function
- evolutionary computation
- data points
- index structure
- test bed
- novelty detection
- evolutionary process
- reverse nearest neighbor
- speaker verification
- neural network