Fairness-aware Classifier Design via Multi-objective Fuzzy Genetics-based Machine Learning.
Takeru KonishiNaoki MasuyamaJorge CasillasYusuke NojimaPublished in: FUZZ (2024)
Keyphrases
- multi objective
- machine learning
- parallel distributed
- optimization algorithm
- decision trees
- training samples
- feature selection
- fuzzy classifier
- multi objective optimization
- fuzzy sets
- support vector machine
- engineering design
- natural language processing
- user interface
- training set
- pattern recognition
- learning algorithm
- fuzzy logic
- svm classifier
- design process
- model selection
- evolutionary algorithm
- training data
- genetic algorithm