Mining frequent items in a stream using flexible windows.

Toon Calders Nele Dexters Bart Goethals

Published in: Intell. Data Anal. (2008)

Keyphrases

data streams
sliding window
mining algorithm
itemsets
stream mining
association rule mining
mining association rules
closed frequent itemsets
continuous data streams
frequent itemsets
pattern mining
distributed data streams

data stream mining
stream data
transactional data
minimum support
association mining
periodic patterns
frequent pattern mining
streaming data
real time
data structure
association rules
frequent patterns

knowledge discovery
frequent itemset mining
mining frequent itemsets
mining frequent patterns
learning algorithm
stream processing
text mining
continuous queries
data mining
data sets
concept drift
web mining

sequential patterns
text streams
database
high speed data streams
transactional databases
data analysis
preprocessing
data mining techniques
sequential pattern mining
interesting patterns
data mining algorithms
data mining methods