Dynamically maintaining frequent items over a data stream.
Cheqing JinWeining QianChaofeng ShaJeffrey Xu YuAoying ZhouPublished in: CIKM (2003)
Keyphrases
- data streams
- sliding window
- distributed data streams
- concept drift
- streaming data
- stream data
- data distribution
- change detection
- itemsets
- sensor data
- data sets
- space efficient
- uncertain data
- continuous data streams
- data processing
- stream mining
- mining frequent itemsets
- stream processing
- continuous stream
- closed frequent itemsets
- evolving data streams
- data stream mining
- frequent itemsets
- continuous queries
- outlier detection
- transactional data
- limited memory
- distributed environment
- neural network