Fuzzy-rough data reduction with ant colony optimization.
Richard JensenQiang ShenPublished in: Fuzzy Sets Syst. (2005)
Keyphrases
- data reduction
- ant colony optimization
- metaheuristic
- data compression
- ant colony
- swarm intelligence
- traveling salesman problem
- particle swarm optimization
- preprocessing
- aco algorithm
- ant colony optimization algorithm
- ant colonies
- data analysis
- classification rules
- genetic algorithm
- feature selection
- nature inspired
- aco algorithms
- data mining
- model selection
- knowledge discovery
- classification accuracy
- singular value decomposition
- rough set theory
- artificial ants
- ant colony algorithm
- neural network
- feature extraction
- foraging behavior
- machine learning
- clustering algorithm
- training data
- optimal solution
- computational complexity
- rough sets
- dimensionality reduction