Pruning Redundant Association Rules Using Maximum Entropy Principle.
Szymon JaroszewiczDan A. SimoviciPublished in: PAKDD (2002)
Keyphrases
- maximum entropy principle
- association rules
- maximum entropy
- redundant rules
- generative model
- association rule mining
- naive bayes models
- data mining
- knowledge discovery
- pruning method
- association mining
- pruning algorithms
- pruning strategy
- frequent itemsets
- mining association rules
- itemsets
- data mining techniques
- mining algorithm
- apriori algorithm
- rule sets
- classification rules
- search space
- association rules mining
- formal concept analysis
- pruning methods
- discovered rules
- data sets
- transaction data
- probabilistic model
- pruning algorithm
- mining of association rules
- market basket data
- interestingness measures