149 search results - page 2 / 30 » Itemset Materializing for Fast Mining of Association Rules |
ICDT
2009
ACM
14 years 6 months ago
2009
ACM
In this paper, we present a comprehensive theoretical analysis of the sampling technique for the association rule mining problem. Most of the previous works have concentrated only...
FLAIRS
2003
13 years 7 months ago
2003
Almost all the approaches in association rule mining suggested the use of a single minimum support, technique that either rules out all infrequent itemsets or suffers from the bot...
KAIS
2006
13 years 5 months ago
2006
Frequent itemset mining was initially proposed and has been studied extensively in the context of association rule mining. In recent years, several studies have also extended its a...
PAKDD
2005
ACM
13 years 11 months 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...
DKE
2007
13 years 5 months ago
2007
A well-known problem that limits the practical usage of association rule mining algorithms is the extremely large number of rules generated. Such a large number of rules makes the...