Efficient Maintenance and Mining of Frequent Itemsets over Online Data Streams with a Sliding Window.
Hua-Fu LiChin-Chuan HoMan-Kwan ShanSuh-Yin LeePublished in: SMC (2006)
Keyphrases
- sliding window
- data streams
- mining of frequent itemsets
- mining frequent itemsets
- limited memory
- space efficient
- boyer moore
- stream data
- streaming data
- window size
- fixed size
- frequent itemsets
- concept drift
- change detection
- data distribution
- window sizes
- continuous queries
- itemsets
- data sets
- variable size
- sensor networks
- real time
- database
- uncertain data
- stream mining
- sensor data
- mining data streams
- high speed data streams