Differential Evolution Classifier with Optimized OWA-Based Multi-distance Measures for the Features in the Data Sets.
David KoloseniMario FedrizziPasi LuukkaJouni LampinenMikael CollanPublished in: IEEE Conf. on Intelligent Systems (1) (2014)
Keyphrases
- machine learning
- differential evolution
- distance measure
- evolutionary algorithm
- optimization algorithm
- feature selection
- feature set
- decision trees
- feature selection algorithms
- convergence speed
- nearest neighbor classifier
- training data
- feature space
- differential evolution algorithm
- particle swarm optimization
- nearest neighbor classification
- histogram intersection
- distance function
- particle swarm optimization pso
- similarity measure
- numerical optimization problems
- optimization method
- genetic algorithm
- feature extraction
- svm classifier
- bhattacharyya distance
- genetic programming
- mutation operator
- solving global optimization problems
- feature vectors
- euclidean distance
- feature subset
- crossover operator
- kullback leibler divergence
- dynamic time warping
- kullback leibler
- neural network
- parameter optimization
- artificial neural networks
- information gain
- training set
- global optimization problems