Adaptive cooperative coevolutionary differential evolution for parallel feature selection in high-dimensional datasets.
Marjan FirouzniaPietro RuiuGiuseppe A. TrunfioPublished in: J. Supercomput. (2023)
Keyphrases
- differential evolution
- high dimensional datasets
- feature selection
- high dimensionality
- evolutionary algorithm
- parameter optimization
- differential evolution algorithm
- optimization algorithm
- particle swarm optimization
- mutation operator
- particle swarm optimization pso
- high dimensional
- outlier detection
- genetic algorithm
- numerical optimization problems
- high dimensional data
- global optimization problems
- dimensionality reduction
- machine learning
- solving global optimization problems
- multi objective
- high dimensional spaces
- feature extraction
- feature space
- concept drift
- pattern recognition
- support vector
- crossover operator
- unsupervised learning
- knn
- low dimensional
- text categorization