Towards Multi-Objective High-Dimensional Feature Selection via Evolutionary Multitasking.
Yinglan FengLiang FengSongbai LiuSam KwongKay Chen TanPublished in: CoRR (2024)
Keyphrases
- multi objective
- high dimensional
- feature selection
- evolutionary optimization
- high dimensionality
- genetic algorithm
- evolutionary algorithm
- dimensionality reduction
- feature space
- multi objective optimization
- high dimension
- evolutionary computation
- microarray data
- gene expression data
- optimization algorithm
- multi objective evolutionary
- variable selection
- small sample
- particle swarm optimization
- dimension reduction
- multiple objectives
- objective function
- support vector
- mutual information
- text classification
- multi objective optimization problems
- similarity search
- low dimensional
- high dimensional data
- support vector machine
- estimation of distribution algorithms
- machine learning
- conflicting objectives
- text categorization
- pareto optimal
- feature selection algorithms
- feature extraction
- information gain
- multi task
- feature set
- nearest neighbor
- multi class
- evolutionary process
- web searching
- multiagent evolutionary algorithm
- feature subset selection
- nsga ii
- feature subset
- microarray
- model selection
- classification accuracy
- bi objective
- discriminative features
- multi objective evolutionary algorithms
- knn
- data points
- neural network