Propositional Rule Extraction from Neural Networks under Background Knowledge.
Maryam LabafPascal HitzlerAnthony B. EvansPublished in: NeSy (2017)
Keyphrases
- rule extraction
- background knowledge
- neural network
- trained neural networks
- black box
- rough sets
- domain knowledge
- inductive logic programming
- logic programs
- rough set theory
- classification rules
- fuzzy rules
- association rules
- trained neural network
- prior knowledge
- feature selection
- positive examples
- decision rules
- semantic information
- knowledge base
- rule sets
- first order logic
- information retrieval
- membership functions
- labeled data
- k nearest neighbor
- nearest neighbor
- training data
- genetic algorithm