Multi-objective optimization of shared nearest neighbor similarity for feature selection.
Partha Pratim KunduSushmita MitraPublished in: Appl. Soft Comput. (2015)
Keyphrases
- multi objective optimization
- nearest neighbor
- feature selection
- multi objective
- distance function
- evolutionary algorithm
- knn
- k nearest neighbor
- instance selection
- nearest neighborhood
- genetic algorithm
- pareto optimal
- similarity measure
- multiple objectives
- multi objective optimization problems
- differential evolution
- bi objective
- nsga ii
- pareto optimal set
- multi objective genetic algorithm
- high dimensional data
- feature selection algorithms
- high dimensional
- data points
- evolutionary computation
- feature extraction
- particle swarm optimization
- optimization problems
- estimation of distribution algorithms
- machine learning
- multi objective problems
- nearest neighbor search
- optimization algorithm
- training set
- dimensionality reduction
- classification accuracy
- multi criteria
- objective function
- feature space
- genetic programming