A Tree-based Approach for Efficiently Mining Approximate Frequent Itemsets.
Jia-Ling KohYi-Lang TuPublished in: RCIS (2010)
Keyphrases
- frequent itemsets
- frequent itemset discovery
- itemsets
- fp tree
- frequent itemset mining
- mining frequent itemsets
- prefix tree
- mining algorithm
- association rules
- association rule mining
- tree structure
- data streams
- pruning strategy
- data structure
- itemset mining
- discovery of association rules
- frequent itemsets mining
- frequent patterns
- mining association rules
- concise representation
- minimum support
- closed frequent itemsets
- frequent pattern mining
- uncertain data
- transactional databases
- mining frequent patterns
- constraint based mining
- condensed representations
- closed itemsets
- frequent closed itemsets
- database
- hierarchical structure
- dense datasets
- maximal frequent itemsets
- b tree
- transaction databases
- transaction data
- sequential patterns
- interesting patterns
- frequent item sets
- tree structures
- data mining
- interesting itemsets
- real world