Mining frequent itemsets over data streams using efficient window sliding techniques.

Hua-Fu Li Suh-Yin Lee

Published in: Expert Syst. Appl. (2009)

Keyphrases

data streams
mining frequent itemsets
sliding window
mining of frequent itemsets
limited memory
frequent itemsets
uncertain data
streaming data
reservoir sampling
data sets
concept drift
data distribution
mining frequent patterns
continuous queries
itemsets
database
database systems