Approximate mining of global closed frequent itemsets over data streams.
Lichao GuoHongye SuYu QuPublished in: J. Frankl. Inst. (2011)
Keyphrases
- closed frequent itemsets
- data streams
- sliding window
- frequent itemsets
- mining frequent itemsets
- high speed data streams
- heavy hitters
- itemsets
- space efficient
- stream data
- uncertain data
- streaming data
- change detection
- data stream mining
- concept drift
- mining data streams
- stream mining
- multiple data streams
- data distribution
- mining algorithm
- frequent closed itemsets
- continuous data streams
- continuous queries
- database
- pattern mining
- data analysis
- data mining
- data sets