Incremental updates of closed frequent itemsets over continuous data streams.
Hua-Fu LiChin-Chuan HoSuh-Yin LeePublished in: Expert Syst. Appl. (2009)
Keyphrases
- continuous data streams
- closed frequent itemsets
- incremental updates
- data streams
- sliding window
- limited memory
- streaming data
- frequent itemsets
- mining frequent itemsets
- concept drift
- change detection
- data stream mining
- stream data
- continuous queries
- inverted lists
- data distribution
- itemsets
- uncertain data
- data sets
- data analysis
- real time