A novel fuzzy rule extraction approach using Gaussian kernel-based granular computing.
Guangyao DaiYi HuYu YangNanxun ZhangAjith AbrahamHongbo LiuPublished in: Knowl. Inf. Syst. (2019)
Keyphrases
- rule extraction
- granular computing
- rough sets
- rough set theory
- rough fuzzy
- fuzzy sets
- fuzzy rules
- information granules
- linguistic rules
- decision rules
- approximate reasoning
- soft computing
- knowledge reduction
- rule generation
- attribute reduction
- fuzzy logic
- information entropy
- black box
- rule sets
- data mining
- membership functions
- data analysis
- information processing
- classification rules
- support vector machine
- neural network
- fuzzy rough sets
- decision table
- rule induction
- approximation spaces
- pattern recognition
- equivalence relation
- association rules
- evolutionary algorithm
- knowledge base
- upper approximation
- machine learning
- feature selection
- decision trees
- feature extraction
- fuzzy reasoning
- computational intelligence