A PSO Boosted Ensemble of Extreme Learning Machines for Time Series Forecasting.
Alain PortoEloy IrigoyenMikel LarreaPublished in: SOCO-CISIS-ICEUTE (2018)
Keyphrases
- extreme learning machines
- random forests
- particle swarm optimization pso
- particle swarm optimization
- pso algorithm
- particle swarm optimization algorithm
- particle swarm optimizer
- random forest
- particle swarm optimisation
- ensemble methods
- neural network
- particle swarm
- artificial neural networks
- ensemble learning
- global optimization
- base classifiers
- machine learning algorithms
- multiple classifiers
- swarm intelligence
- hybrid algorithm
- ant colony optimization
- learning algorithm
- feature selection
- decision trees
- differential evolution
- optimization problems
- bp neural network
- multi objective
- evolutionary algorithm
- ensemble pruning
- hybrid particle swarm optimization
- inertia weight
- imperialist competitive algorithm
- shuffled frog leaping algorithm
- machine learning
- quantum behaved particle swarm optimization
- genetic algorithm
- optimization algorithm
- base learners
- ensemble classifier
- regression problems
- data sets
- pid controller
- training data
- optimal solution
- training set
- neuro fuzzy