Efficient Mining Algorithm of Frequent Itemsets for Uncertain Data Streams.
Qianqian WangFang-Ai LiuPublished in: ISCID (2) (2016)
Keyphrases
- mining algorithm
- frequent itemsets
- pruning strategy
- itemsets
- frequent itemset mining
- association rules
- association rule mining
- data streams
- uncertain data
- mining frequent itemsets
- minimum support
- frequent patterns
- pattern mining
- uncertain data streams
- sequential pattern mining
- discovering frequent
- data structure
- transaction databases
- space efficient
- concise representation
- sequential patterns
- transactional databases
- itemset mining
- mining frequent
- tree structure
- incremental mining
- interesting patterns
- transaction data
- incremental updating
- mining frequent patterns
- closed itemsets
- database
- frequent item sets
- real world
- data mining
- databases
- fp growth
- information retrieval
- candidate itemsets
- frequent pattern tree
- frequent pattern mining
- algorithm for mining association rules
- knowledge discovery