Frequent Items Mining on Data Stream Based on Weighted Counts.
Yanyang GuoZhaoyin JiangYuan Yuan WangQingling MeiPublished in: CyberC (2011)
Keyphrases
- data streams
- sliding window
- stream mining
- itemsets
- continuous data streams
- data stream mining
- closed frequent itemsets
- frequent itemsets
- multiple data streams
- distributed data streams
- mining data streams
- mining algorithm
- transactional data
- weighted association rules
- mining frequent itemsets
- streaming data
- association rule mining
- frequent closed itemsets
- high speed data streams
- change detection
- concept drift
- mining association rules
- frequent patterns
- mining concept drifting data streams
- space efficient
- limited memory
- continuous queries
- stream data
- evolving data streams
- knowledge discovery
- data distribution
- data sets
- massive data streams
- data mining
- mining frequent patterns
- data mining techniques
- frequent itemset mining
- maximal frequent itemsets
- uncertain data
- data mining algorithms
- data stream management systems
- sequential pattern mining
- continuous stream
- concept drifting
- pattern mining
- sequential patterns
- web mining
- text mining
- association rules
- data analysis