Online Mining Changes of Items over Continuous Append-only and Dynamic Data Streams.
Hua-Fu LiSuh-Yin LeeMan-Kwan ShanPublished in: J. Univers. Comput. Sci. (2005)
Keyphrases
- data streams
- itemsets
- continuous data streams
- multiple data streams
- dynamic environments
- stream mining
- data stream mining
- mining data streams
- online learning
- sliding window
- streaming data
- high level declarative
- stream clustering
- continuous data
- frequent closed itemsets
- closed frequent itemsets
- frequent itemsets
- stream data
- concept drift
- evolving data streams
- reinforcement learning
- data mining
- data sets
- sequential pattern mining
- real time
- web mining
- frequent patterns