156 search results - page 19 / 32 » Mining Frequent Itemsets from Secondary Memory |
ICCS
2004
Springer
14 years 24 days ago
2004
Springer
In this paper we study two orthogonal extensions of the classical data mining problem of mining association rules, and show how they naturally interact. The first is the extension...
KDD
1999
ACM
13 years 11 months ago
1999
ACM
It has been claimed that the discovery of association rules is well-suited for applications of market basket analysis to reveal regularities in the purchase behaviour of customers...
KDD
2008
ACM
14 years 7 months ago
2008
ACM
Frequent patterns provide solutions to datasets that do not have well-structured feature vectors. However, frequent pattern mining is non-trivial since the number of unique patter...
FIMI
2003
13 years 8 months ago
2003
The efficiency of frequent itemset mining algorithms is determined mainly by three factors: the way candidates are generated, the data structure that is used and the implementati...
PAKDD
2005
ACM
14 years 27 days ago
2005
ACM
Traditional association rules mining cannot meet the demands arising from some real applications. By considering the different values of individual items as utilities, utility mini...