Differential evolution based nearest prototype classifier with optimized distance measures for the features in the data sets.
David KoloseniJouni LampinenPasi LuukkaPublished in: Expert Syst. Appl. (2013)
Keyphrases
- differential evolution
- distance measure
- euclidean distance
- feature set
- evolutionary algorithm
- nearest neighbor classifier
- optimization algorithm
- convergence speed
- particle swarm optimization
- differential evolution algorithm
- feature space
- distance function
- training data
- genetic algorithm
- nearest neighbor classification
- similarity measure
- optimization method
- histogram intersection
- mutation operator
- feature selection algorithms
- particle swarm optimization pso
- feature extraction
- feature selection
- dynamic time warping
- parameter optimization
- kullback leibler
- numerical optimization problems
- kullback leibler divergence
- svm classifier
- feature subset
- neural network
- multi objective
- training set
- information gain
- support vector machine
- classification accuracy
- feature vectors
- learning algorithm
- solving global optimization problems