Learning concurrently data and rule bases of Mamdani fuzzy rule-based systems by exploiting a novel interpretability index.
Michela AntonelliPietro DucangeBeatrice LazzeriniFrancesco MarcelloniPublished in: Soft Comput. (2011)
Keyphrases
- rule base
- fuzzy rule based systems
- fuzzy rules
- fuzzy rule based classification
- data analysis
- production rules
- neural network
- linguistic rules
- fuzzy systems
- training data
- genetic programming
- membership functions
- fuzzy model
- feature extraction
- image processing
- genetic algorithm
- data points
- knowledge discovery
- fuzzy logic
- fuzzy sets
- data mining techniques
- control system
- rule based systems
- knowledge base
- databases