A new rule reduction method for finding interpretable and small rule bases in high dimensional search spaces.
A. KroneP. KrauseT. SlawinskiPublished in: FUZZ-IEEE (2000)
Keyphrases
- reduction method
- rule base
- high dimensional
- production rules
- rule sets
- rule based systems
- classification rules
- search space
- rule engine
- fuzzy rules
- fuzzy rule based systems
- selection algorithm
- defeasible logic
- fuzzy logic
- redundant rules
- dimensionality reduction
- multi dimensional
- feature space
- membership functions
- error rate
- similarity search
- association rules
- knowledge based systems
- knowledge base
- image representation
- machine learning
- genetic programming
- control system
- similarity measure
- image processing
- genetic algorithm