An Adaptive Frequent Itemset Mining Algorithm for Data Stream with Concept Drifts.
Wei HouBingru YangZhun ZhouChensheng WuPublished in: CSSE (4) (2008)
Keyphrases
- mining algorithm
- frequent itemsets
- data streams
- concept drift
- closed frequent itemsets
- itemsets
- streaming data
- association rule mining
- frequent itemset mining
- mining frequent itemsets
- data stream mining
- stream data
- sliding window
- minimum support
- pruning strategy
- frequent patterns
- association rules
- change detection
- discovering frequent
- data distribution
- sequential pattern mining
- incremental mining
- negative association rules
- closed itemsets
- frequent item sets
- uncertain data
- transactional databases
- transaction databases
- mining association rules
- mining frequent patterns
- pattern mining
- frequent closed itemsets
- itemset mining
- condensed representations
- continuous queries
- interesting patterns
- outlier detection
- maximal frequent itemsets
- fp tree
- space efficient
- decision trees
- data analysis
- incremental updating
- data structure