Integrating Rough Set Theory and Particle Swarm Optimisation in feature selection.
Shuzlina Abdul RahmanZeti-Azura Mohamed-HusseinAzuraliza Abu BakarPublished in: ISDA (2010)
Keyphrases
- rough set theory
- particle swarm optimisation
- feature selection
- rough sets
- optimisation problems
- feature reduction
- decision table
- optimization algorithm
- attribute reduction
- decision rules
- pso algorithm
- text categorization
- search capabilities
- knowledge discovery
- genetic algorithm ga
- information entropy
- fitness function
- feature selection algorithms
- evolution strategy
- particle swarm optimization
- discernibility matrix
- attribute set
- support vector
- feature ranking
- global search
- control parameters
- machine learning
- global optimization
- feature set
- data analysis
- concept lattice
- benchmark problems
- particle swarm
- particle swarm optimization pso
- search efficiency
- model selection
- knn
- classification accuracy
- multi objective
- feature extraction
- databases