Multi-objective evolutionary optimization for dimensionality reduction of texts represented by synsets.
Iñaki Vélez de MendizabalVítor Basto FernandesEnaitz EzpeletaJosé Ramon MéndezSilvana Gómez MeireUrko ZurutuzaPublished in: PeerJ Comput. Sci. (2023)
Keyphrases
- evolutionary optimization
- multi objective
- dimensionality reduction
- evolutionary algorithm
- optimization algorithm
- multi objective optimization
- genetic optimization
- particle swarm optimization
- genetic algorithm
- objective function
- principal component analysis
- pareto optimal
- high dimensional
- structure preserving
- wordnet
- structural design
- low dimensional
- feature extraction
- multi objective optimization problems
- pattern recognition
- nsga ii
- multiple objectives
- pattern recognition and machine learning
- data representation
- feature space
- feature selection
- high dimensionality
- linear discriminant analysis
- evolutionary computation
- conflicting objectives
- high dimensional data
- neural network
- principal components
- multi objective evolutionary algorithms
- text documents