A performance comparison of using PCA-based feature reduction and ant colony optimization with soft clustering approaches.
Phichete JulrodeSiriporn SupratidUreerat SuksawatchonPublished in: SMC (2012)
Keyphrases
- ant colony optimization
- clustering approaches
- feature reduction
- metaheuristic
- aco algorithm
- particle swarm optimization
- rough sets
- subspace clustering
- principal component analysis
- genetic algorithm
- clustering method
- clustering algorithm
- k means
- semi supervised
- text categorization
- document clustering
- hierarchical clustering
- simulated annealing
- support vector machine
- linear discriminant analysis
- feature selection
- machine learning
- feature extraction
- decision trees
- knn
- dynamic programming
- image processing
- high dimensional