Constraint Programming for Mining Borders of Frequent Itemsets.
Mohamed-Bachir BelaidChristian BessiereNadjib LazaarPublished in: IJCAI (2019)
Keyphrases
- constraint programming
- frequent itemsets
- itemset mining
- itemsets
- constraint based mining
- closed itemsets
- mining algorithm
- frequent closed itemsets
- frequent itemset mining
- association rule mining
- mining frequent itemsets
- association rules
- constraint satisfaction problems
- combinatorial problems
- closed frequent itemsets
- constraint propagation
- data streams
- transactional databases
- emerging patterns
- mining association rules
- constraint satisfaction
- discovery of association rules
- concise representation
- transaction databases
- frequent patterns
- data structure
- transaction data
- interesting patterns
- frequent itemsets mining
- frequent pattern mining
- pattern mining
- generalized association rules
- uncertain data
- dense datasets
- minimum support
- pruning strategy
- data mining algorithms
- maximal frequent itemsets
- condensed representations
- mining frequent patterns
- high utility
- arc consistency
- lower bound
- fp tree
- interestingness measures
- discovering association rules
- pattern growth
- frequent sets