Rule Extraction From Binary Neural Networks With Convolutional Rules for Model Validation.
Sophie BurkhardtJannis BruggerNicolas WagnerZahra AhmadiKristian KerstingStefan KramerPublished in: Frontiers Artif. Intell. (2021)
Keyphrases
- rule extraction
- model validation
- neural network
- rough sets
- trained neural networks
- black box
- classification rules
- rule sets
- trained neural network
- rough set theory
- fuzzy rules
- association rules
- linguistic rules
- decision rules
- rough fuzzy
- pattern recognition
- feature selection
- data sets
- preprocessing
- rule induction
- back propagation
- real time
- error rate
- knowledge base
- associative classifiers
- machine learning