Multi-objective evolution of machine learning workflows.
Tomás KrenMartin PilátRoman NerudaPublished in: SSCI (2017)
Keyphrases
- multi objective
- machine learning
- evolutionary algorithm
- optimization algorithm
- multi objective optimization
- particle swarm optimization
- objective function
- machine learning methods
- multiobjective optimization
- data processing
- machine learning algorithms
- multiple objectives
- pattern recognition
- feature selection
- nsga ii
- bi objective
- machine learning approaches
- conflicting objectives
- knowledge acquisition
- genetic algorithm
- evolutionary optimization
- evolutionary computation
- multi objective evolutionary
- model selection
- business process
- neural network
- information extraction
- decision trees
- web services
- data mining
- learning systems
- learning tasks
- computational intelligence
- text mining
- knowledge discovery
- pareto optimal
- multi objective evolutionary algorithms
- artificial intelligence
- learning algorithm
- grid workflow