A rough set approach to feature selection based on ant colony optimization.
Yuming ChenDuoqian MiaoRuizhi WangPublished in: Pattern Recognit. Lett. (2010)
Keyphrases
- ant colony optimization
- feature selection
- metaheuristic
- swarm intelligence
- ant colony
- particle swarm optimization
- combinatorial optimization problems
- text categorization
- aco algorithm
- function optimization
- traveling salesman problem
- ant colony optimization algorithm
- rough sets
- hybrid algorithm
- aco algorithms
- feature set
- classification accuracy
- machine learning
- nature inspired
- ant colonies
- ant colony algorithm
- model selection
- genetic algorithm
- artificial ants
- feature subset
- text classification
- naive bayes
- metaheuristic algorithms
- convergence speed
- attribute values
- evolutionary strategy
- objective function
- data mining