CP-tree: An adaptive synopsis structure for compressing frequent itemsets over online data streams.
Se Jung ShinDae Su LeeWon Suk LeePublished in: Inf. Sci. (2014)
Keyphrases
- data streams
- frequent itemsets
- mining frequent itemsets
- itemsets
- tree structure
- sliding window
- frequent itemset mining
- mining algorithm
- association rule mining
- fp tree
- streaming data
- uncertain data
- data distribution
- closed frequent itemsets
- concept drift
- frequent itemsets mining
- closed itemsets
- mining maximal frequent itemsets
- prefix tree
- space efficient
- hierarchical structure
- frequent patterns
- stream mining
- data stream mining
- transactional databases
- itemset mining
- data structure
- stream data
- tree structures
- outlier detection
- transaction data
- minimum support
- data sets
- mining association rules
- mining frequent patterns
- association rules
- concise representation
- frequent closed itemsets
- maximal frequent itemsets
- pruning strategy
- limited memory
- frequent pattern mining
- interesting patterns
- frequent itemset discovery