Mining Frequent Itemsets from Sparse Data Streams in Limited Memory Environments.
Juan J. CameronAlfredo CuzzocreaFan JiangCarson Kai-Sang LeungPublished in: WAIM (2013)
Keyphrases
- data streams
- mining frequent itemsets
- limited memory
- sliding window
- frequent itemsets
- mining of frequent itemsets
- continuous data streams
- uncertain data
- streaming data
- stream mining
- concept drift
- itemsets
- closed frequent itemsets
- data stream mining
- data sets
- data distribution
- stream data
- closed itemsets
- decision problems
- quasi newton method
- real world