259 search results - page 6 / 52 » Mining frequent itemsets in time-varying data streams |
ICDM
2005
IEEE
14 years 2 months ago
2005
IEEE
In order to generate synthetic basket data sets for better benchmark testing, it is important to integrate characteristics from real-life databases into the synthetic basket data ...
IDA
2008
Springer
13 years 8 months ago
2008
Springer
We study the problem of finding frequent items in a continuous stream of itemsets. A new frequency measure is introduced, based on a flexible window length. For a given item, its ...
ICDM
2010
IEEE
13 years 6 months ago
2010
IEEE
While there has been a lot of work on finding frequent itemsets in transaction data streams, none of these solve the problem of finding similar pairs according to standard similar...
ICDM
2006
IEEE
14 years 2 months ago
2006
IEEE
MLDM
2005
Springer
14 years 2 months ago
2005
Springer
Abstract. A statistical technique is developed for estimating the support of itemsets on data streams, regardless of the size of the data stored. This technique, which is computati...