Multi-objective Support Vector Machines Ensemble Generation for Water Quality Monitoring.
Victor Henrique Alves RibeiroGilberto Reynoso-MezaPublished in: CEC (2018)
Keyphrases
- water quality
- multi objective
- support vector
- learning machines
- ensemble learning
- large margin classifiers
- evolutionary algorithm
- multi objective optimization
- optimization algorithm
- monitoring system
- water treatment
- grey relational analysis
- genetic algorithm
- quality management
- water resources
- suzhou river
- particle swarm optimization
- support vector machine
- multiple objectives
- real time
- feature selection
- measured data
- generalization ability
- logistic regression
- conflicting objectives
- feature ranking
- ensemble methods
- objective function
- classification accuracy
- neural network
- learning algorithm
- multi objective evolutionary
- kernel function
- svm classifier
- cross validation
- nsga ii
- training examples
- management system
- multi objective optimization problems
- water level
- training data
- base classifiers
- support vector regression
- trade off
- dissolved oxygen
- differential evolution