Pareto-Based Multiobjective Machine Learning: An Overview and Case Studies.
Yaochu JinBernhard SendhoffPublished in: IEEE Trans. Syst. Man Cybern. Part C (2008)
Keyphrases
- multi objective
- machine learning
- case study
- multiobjective optimization
- evolutionary algorithm
- multi objective optimization
- optimization algorithm
- genetic algorithm
- objective function
- open source
- multiple objectives
- machine learning methods
- nsga ii
- bi objective
- conflicting objectives
- machine learning algorithms
- pareto set
- real world
- particle swarm optimization
- multiobjective genetic algorithm
- learning algorithm
- computer vision
- pattern recognition
- optimum design
- pareto optimal solutions
- active learning
- decision trees
- machine learning approaches
- inductive learning
- data analysis
- multiobjective evolutionary algorithm
- feature selection
- pareto optimal
- lessons learned
- learning tasks
- statistical methods
- trade off
- knowledge discovery
- knowledge acquisition
- computational intelligence
- natural language
- swarm intelligence
- knowledge representation
- artificial intelligence
- knowledge management
- natural language processing