Mining of Probabilistic Frequent Itemsets over Uncertain Data Streams.
Lixin LiuXiaolin ZhangHuanxiang ZhangPublished in: IEEE WISA (2014)
Keyphrases
- generalized association rules
- frequent itemsets
- uncertain data streams
- uncertain data
- data streams
- itemsets
- mining algorithm
- mining frequent itemsets
- frequent itemset mining
- association rule mining
- frequent patterns
- association rules
- space efficient
- itemset mining
- discovery of association rules
- data structure
- frequent itemsets mining
- closed frequent itemsets
- interesting patterns
- transaction data
- concise representation
- transactional databases
- constraint based mining
- condensed representations
- emerging patterns
- closed itemsets
- frequent itemset discovery
- transaction databases
- mining frequent patterns
- minimum support
- mining association rules
- apriori algorithm
- frequent pattern mining
- fp tree
- frequent closed itemsets
- frequent set mining
- frequent closed
- sliding window
- mining of frequent itemsets
- discovering association rules
- sequential pattern mining
- data mining algorithms
- dense datasets
- maximal frequent itemsets
- prefix tree
- pattern mining