A fast algorithm for mining frequent closed itemsets over stream sliding window.

Show-Jane Yen Cheng-Wei Wu Yue-Shi Lee Vincent S. Tseng Chaur-Heh Hsieh

Published in: FUZZ-IEEE (2011)

Keyphrases

sliding window
mining frequent closed itemsets
data streams
frequent closed itemsets
streaming data
stream data

fixed size
frequent itemsets
window size
continuous queries
limited memory
space efficient

stream mining
concept drift
data distribution
closed frequent itemsets
sensor data
mining frequent itemsets

data sets
database
variable size
itemsets
window sizes