Scatter search for high-dimensional feature selection using feature grouping.
Miguel García-TorresFrancisco Gómez-VelaFederico DivinaDiego P. Pinto-RoaJosé Luis Vázquez NogueraJulio César Mello RománPublished in: GECCO Companion (2021)
Keyphrases
- scatter search
- high dimensional
- feature selection
- metaheuristic
- path relinking
- feature set
- high dimensionality
- irrelevant features
- feature subset
- redundant features
- discriminative features
- feature space
- hybrid metaheuristic
- microarray data
- dimensionality reduction
- evolutionary approaches
- tabu search
- selecting features
- feature ranking
- gene expression data
- routing problem
- high dimension
- low dimensional
- search algorithm
- feature vectors
- classification accuracy
- evolutionary algorithm
- wireless sensor networks
- genetic algorithm
- special case
- intrusion detection
- solution space
- data points
- text categorization