A fuzzy-genetic system for rule extraction from support vector machines.
C. F. F. CarraroMarley M. B. R. VellascoRicardo TanscheitPublished in: IFSA/NAFIPS (2013)
Keyphrases
- rule extraction
- support vector
- fuzzy rules
- rough fuzzy sets
- linguistic rules
- large margin classifiers
- neural network
- black box
- feature selection
- rough sets
- rough set theory
- association rules
- rough fuzzy
- classification rules
- fuzzy sets
- decision rules
- genetic algorithm
- knowledge reduction
- trained neural networks
- fuzzy classifier
- learning algorithm
- software effort
- rule base
- fuzzy logic
- classification accuracy
- data sets
- genetic programming
- knowledge base
- artificial neural networks
- rule generation
- artificial intelligence
- membership functions