Uncertain Frequent Itemsets Mining Algorithm on Data Streams with Constraints.
Qun YuKe-Ming TangShi-Xi TangXin LvPublished in: IDEAL (2016)
Keyphrases
- frequent itemsets
- mining algorithm
- data streams
- itemsets
- association rule mining
- mining frequent itemsets
- frequent itemset mining
- support threshold
- anti monotone
- sliding window
- frequent patterns
- minimum support
- frequent itemsets mining
- streaming data
- itemset mining
- association rules
- transactional databases
- concept drift
- closed frequent itemsets
- frequent closed itemsets
- discovering frequent
- sequential pattern mining
- pruning strategy
- frequent item sets
- concise representation
- uncertain data
- condensed representations
- incremental updating
- mining frequent patterns
- closed itemsets
- transaction databases
- transaction data
- mining association rules
- high utility itemsets
- frequent pattern tree
- multi dimensional
- data sets
- fp tree
- limited memory
- data mining
- maximal frequent itemsets
- data mining algorithms
- constraint programming
- databases