Brute-Force Mining of High-Confidence Classification Rules.
Roberto J. Bayardo Jr.Published in: KDD (1997)
Keyphrases
- classification rules
- high confidence
- brute force
- association rules
- mining algorithm
- association rule mining
- itemsets
- frequent itemsets
- data mining
- knowledge discovery
- data mining techniques
- frequent patterns
- rule discovery
- computationally expensive
- genetic programming
- rule sets
- decision trees
- human experts
- exhaustive search
- classification algorithm
- text mining
- ant miner
- associative classifiers
- pattern mining
- nearest neighbor
- sequential patterns
- class labels
- fuzzy rules
- data mining algorithms
- metaheuristic
- data mining process
- small number
- data sets