68 search results - page 1 / 14 » Mining the Future: Predicting Itemsets' Support of Associati... |
ICDM
2006
IEEE
13 years 10 months ago
2006
IEEE
This paper proposes a novel research dimension in the field of data mining, which is mining the future data before its arrival, or in other words: predicting association rules ahe...
IJCNN
2007
IEEE
13 years 10 months ago
2007
IEEE
— Association Rule Mining is a thoroughly studied problem in Data Mining. Its solution has been aimed for by approaches based on different strategies involving, for instance, the...
SDM
2004
SIAM
13 years 5 months ago
2004
SIAM
Most approaches to mining association rules implicitly consider the utilities of the itemsets to be equal. We assume that the utilities of itemsets may differ, and identify the hi...
CIDM
2009
IEEE
13 years 11 months ago
2009
IEEE
Abstract—In this paper we have proposed an improved approach to extract rare association rules. Rare association rules are the association rules containing rare items. Rare items...
DKE
2007
13 years 4 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...