490 search results - page 21 / 98 » Association rules mining using heavy itemsets |
93
Voted
KDD
2003
ACM
15 years 10 months ago
2003
ACM
A number of vertical mining algorithms have been proposed recently for association mining, which have shown to be very effective and usually outperform horizontal approaches. The ...
KDD
2008
ACM
15 years 10 months ago
2008
ACM
76
Voted
ICCS
2007
Springer
15 years 3 months ago
2007
Springer
Traditional association rules mining (ARM) only concerns the frequency of itemsets, which may not bring large amount of profit. Utility mining only focuses on itemsets with high ut...
FIMI
2003
14 years 11 months ago
2003
Existing association rule mining algorithms suffer from many problems when mining massive transactional datasets. Some of these major problems are: (1) the repetitive I/O disk sca...
KDD
1997
ACM
15 years 1 months ago
1997
ACM
In this paper, we employ a novel approach to metarule-guided, multi-dimensional association rule mining which explores a data cube structure. We propose algorithms for metarule-gu...