STAGGER: Periodicity Mining of Data Streams Using Expanding Sliding Windows.
Mohamed G. ElfekyWalid G. ArefAhmed K. ElmagarmidPublished in: ICDM (2006)
Keyphrases
- data streams
- periodic patterns
- sliding window
- stream mining
- space efficient
- closed frequent itemsets
- continuous data streams
- mining data streams
- frequent itemsets
- streaming data
- fixed size
- mining algorithm
- stream data
- itemsets
- multiple data streams
- concept drift
- mining frequent itemsets
- sensor networks
- data distribution
- limited memory
- sensor data
- variable size
- continuous queries
- pattern mining
- high speed data streams
- walsh hadamard transform
- window size
- closed sequential patterns
- window sizes
- frequent patterns