A Penalty-Function Approach to Rule Extraction from Knowledge-Based Neural Networks.
Romulo M. de MenezesGerson ZaveruchaValmir Carneiro BarbosaPublished in: ICONIP (1998)
Keyphrases
- rule extraction
- penalty function
- knowledge based neural networks
- domain theory
- constrained optimization
- rough sets
- black box
- knowledge base
- penalty functions
- neural network
- constrained optimization problems
- classification rules
- rough set theory
- genetic algorithm
- objective function
- fuzzy rules
- fitness function
- association rules
- rule sets
- genetic programming
- decision rules
- feature selection
- pattern recognition
- domain specific knowledge
- learning algorithm
- inductive learning
- active learning
- fuzzy sets
- rough fuzzy
- real world
- data sets