Approximating Frequent Items in Asynchronous Data Stream over a Sliding Window.

Ho-Leung Chan Tak Wah Lam Lap-Kei Lee Hing-Fung Ting

Published in: WAOA (2009)

Keyphrases

sliding window
data streams
stream data
streaming data
window size
distributed data streams
fixed size
change detection
continuous queries
limited memory
concept drift
space efficient
data stream mining
closed frequent itemsets
data sets
sensor networks
stream mining
uncertain data
data distribution
window sizes