Automatic generation of fuzzy classification rules using granulation-based adaptive clustering.
Mohammed Al-ShammaaMaysam F. AbbodPublished in: SysCon (2015)
Keyphrases
- classification rules
- concept lattice
- fuzzy rules
- rule extraction
- predictive accuracy
- genetic programming
- fuzzy clustering
- rule sets
- clustering algorithm
- decision trees
- rough sets
- membership functions
- fuzzy sets
- association rules
- medical data sets
- nearest neighbor
- information granules
- classification algorithm
- associative classification
- decision tree algorithm
- subgroup discovery
- rule generation
- action rules
- human experts
- rule discovery
- fuzzy logic
- data points
- fuzzy decision trees
- ant miner
- machine learning
- decision rules
- unsupervised learning
- associative classifiers
- artificial intelligence