Optimized distance metrics for differential evolution based nearest prototype classifier.
David KoloseniJouni LampinenPasi LuukkaPublished in: Expert Syst. Appl. (2012)
Keyphrases
- differential evolution
- distance metric
- euclidean distance
- data points
- evolutionary algorithm
- optimization algorithm
- differential evolution algorithm
- distance metric learning
- knn classification
- metric learning
- distance function
- particle swarm optimization
- nearest neighbour
- feature space
- particle swarm optimization pso
- genetic algorithm
- distance measure
- nearest neighbor
- nearest neighbor classification
- knn
- mutation operator
- solving global optimization problems
- feature selection
- training data
- multi objective
- function optimization problems
- k nearest neighbor
- decision trees
- support vector machine
- k nearest neighbour
- training samples
- training set
- global optimization problems
- real coded
- data sets
- numerical optimization problems
- neural network
- artificial bee colony
- similarity measure
- objective function
- crossover operator
- support vector
- pso algorithm
- convergence rate
- simulated annealing
- labeled data