Towards multi-objective high-dimensional feature selection via evolutionary multitasking.
Yinglan FengLiang FengSongbai LiuSam KwongKay Chen TanPublished in: Swarm Evol. Comput. (2024)
Keyphrases
- multi objective
- high dimensional
- feature selection
- evolutionary optimization
- high dimensionality
- genetic algorithm
- evolutionary algorithm
- dimensionality reduction
- feature space
- microarray data
- optimization algorithm
- multi objective optimization
- evolutionary computation
- multi objective evolutionary
- small sample
- gene expression data
- dimension reduction
- multiple objectives
- particle swarm optimization
- nsga ii
- high dimension
- low dimensional
- estimation of distribution algorithms
- feature set
- variable selection
- objective function
- high dimensional data
- feature selection algorithms
- similarity search
- text classification
- mutual information
- nearest neighbor
- classification accuracy
- text categorization
- conflicting objectives
- evolutionary process
- multi class
- support vector machine
- selected features
- machine learning
- bi objective
- feature subset selection
- pareto optimal
- model selection
- discriminative features
- data points
- feature subset
- optimum design
- multi objective evolutionary algorithms
- feature extraction
- irrelevant features
- information retrieval
- data sets