Finding Frequent Items in Data Streams using ESBF.
Shuyun WangHexiang XuYunfa HuPublished in: SNPD (3) (2007)
Keyphrases
- data streams
- sliding window
- distributed data streams
- concept drift
- itemsets
- data distribution
- change detection
- streaming data
- continuous data streams
- sensor data
- data stream mining
- heavy hitters
- data sets
- sensor networks
- continuous queries
- databases
- mining data streams
- mining frequent itemsets
- stream data
- frequent itemsets
- clustering algorithm
- limited memory
- mining algorithm
- multi dimensional
- stream mining
- outlier detection
- association rule mining
- data processing