Mining Multi-Level Frequent Itemsets under Constraints
Mohamed Salah GouiderAmine FarhatPublished in: CoRR (2010)
Keyphrases
- stream mining
- frequent itemsets
- data streams
- condensed representations
- itemsets
- mining frequent itemsets
- frequent itemset mining
- closed frequent itemsets
- association rule mining
- sliding window
- anti monotone
- mining algorithm
- association rules
- itemset mining
- frequent closed itemsets
- constraint based mining
- support threshold
- mining association rules
- transaction databases
- frequent itemsets mining
- discovery of association rules
- frequent patterns
- closed itemsets
- emerging patterns
- interesting patterns
- concise representation
- data sets
- transaction data
- uncertain data
- episode rules
- discovering association rules
- dense datasets
- frequent set mining
- data structure
- transactional databases
- frequent item sets
- minimum support
- frequent pattern mining
- mining frequent patterns
- maximal frequent itemsets
- pruning strategy
- constraint programming
- constraint satisfaction
- pattern growth
- fp tree
- apriori algorithm
- pattern mining
- interesting itemsets
- generalized association rules
- frequent itemset discovery