The hybrid ant colony optimization and ensemble method for solving the data stream e-mail foldering problem.
Jan KozakPrzemyslaw JuszczukBarbara ProbierzPublished in: Neural Comput. Appl. (2020)
Keyphrases
- ant colony optimization
- ensemble methods
- data streams
- metaheuristic
- swarm intelligence
- ant colony
- prediction accuracy
- machine learning methods
- particle swarm optimization
- traveling salesman problem
- combinatorial optimization problems
- ensemble learning
- benchmark datasets
- aco algorithm
- ant colony optimization algorithm
- combinatorial optimization
- base classifiers
- random forest
- decision trees
- ant colony algorithm
- genetic algorithm
- aco algorithms
- ensemble classifier
- nature inspired
- ant colonies
- artificial ants
- particle swarm optimization pso
- change detection
- data distribution
- concept drift
- subspace methods
- optimal solution
- machine learning
- optimization problems
- evolutionary algorithm
- training data
- feature extraction
- neural network
- data sets