Rule Extraction from Binary Neural Networks with Convolutional Rules for Model Validation.
Sophie BurkhardtJannis BruggerNicolas WagnerZahra AhmadiKristian KerstingStefan KramerPublished in: CoRR (2020)
Keyphrases
- rule extraction
- model validation
- neural network
- trained neural networks
- black box
- rough sets
- rough set theory
- fuzzy rules
- association rules
- classification rules
- linguistic rules
- rule sets
- trained neural network
- software effort
- network architecture
- rough fuzzy
- rule induction
- associative classifiers
- feature selection
- decision trees
- real time
- decision rules
- fuzzy systems
- activation function
- fuzzy logic
- feature extraction
- databases