Fast instance selection hybrid algorithm adapted to large data sets.
Frédéric RosRachid HarbaPublished in: SoCPaR (2011)
Keyphrases
- hybrid algorithm
- instance selection
- data reduction
- nearest neighbor
- particle swarm optimization
- feature and instance selection
- text classification
- simulated annealing
- multiple instance learning
- data sets
- data compression
- classification accuracy
- semi supervised learning
- particle swarm optimization pso
- supervised learning
- standard test problems
- optimal solution
- ant colony optimization
- differential evolution
- tabu search
- multi class
- data analysis
- genetic algorithm
- knowledge discovery and data mining
- feature selection
- imperialist competitive algorithm
- evaluation criteria
- preprocessing
- classification rules
- knowledge discovery
- evolutionary algorithm
- knn
- association rules
- nonlinear integer programming
- neural network
- active learning
- multi objective
- rough set theory
- genetic algorithm ga
- support vector machine