Instance Selection with Ant Colony Optimization.
Ismail M. AnwarKhalid M. SalamaAshraf M. AbdelbarPublished in: INNS Conference on Big Data (2015)
Keyphrases
- instance selection
- ant colony optimization
- feature and instance selection
- nearest neighbor
- ant colony
- swarm intelligence
- metaheuristic
- data reduction
- text classification
- multiple instance learning
- aco algorithm
- traveling salesman problem
- semi supervised learning
- classification accuracy
- multi class
- particle swarm optimization
- knowledge discovery and data mining
- ant colonies
- evaluation criteria
- ant colony algorithm
- feature selection
- aco algorithms
- supervised learning
- genetic algorithm
- concept drift
- data mining
- labeled data
- artificial ants
- class labels
- data sets
- optimization problems
- support vector machine
- high dimensional
- neural network