Evolutionary computation for feature selection in classification problems.
Beatriz de la IglesiaPublished in: WIREs Data Mining Knowl. Discov. (2013)
Keyphrases
- evolutionary computation
- feature selection
- evolutionary algorithm
- genetic programming
- computational intelligence
- machine learning and data mining
- evolutionary design
- text categorization
- fuzzy systems
- genetic algorithm
- feature space
- swarm intelligence
- fitness function
- optimisation problems
- cooperative coevolution
- soft computing
- fuzzy logic
- high dimensionality
- evolutionary learning
- text classification
- gene expression programming
- selected features
- model selection
- support vector
- evolutionary approaches
- feature selection algorithms
- evolvable hardware
- data mining
- support vector machine
- classification accuracy
- power system
- evolutionary strategy
- function approximators
- test functions
- artificial life
- expert systems
- decision making
- artificial intelligence
- machine learning
- neural network
- nature inspired algorithms