Multi-objective Optimization of C4.5 Decision Tree for Predicting Student Academic Performance.
Georgios KostopoulosNikos FazakisSotiris KotsiantisKyriakos N. SgarbasPublished in: IISA (2019)
Keyphrases
- multi objective optimization
- decision trees
- multi objective
- evolutionary algorithm
- faculty members
- pareto optimal
- nsga ii
- genetic algorithm
- multi objective optimization problems
- intelligent tutoring systems
- academic institutions
- student learning
- undergraduate engineering
- multiple objectives
- computer engineering
- learning environment
- learning styles
- bi objective
- differential evolution
- online discussion forums
- pareto optimal set
- crossover and mutation
- multi objective genetic algorithm
- solving multi objective optimization problems
- pareto optimal solutions
- multi objective evolutionary algorithms
- machine learning
- online learning
- semi structured interviews
- decision makers
- np hard
- e learning
- neural network