490 search results - page 10 / 98 » Association rules mining using heavy itemsets |
86
Voted
ICEIS
2009
IEEE
15 years 4 months ago
2009
IEEE
Traditional approaches for mining generalized association rules are based only on database contents, and focus on exact matches among items. However, in many applications, the use ...
68
Voted
SAC
2010
ACM
15 years 2 months ago
2010
ACM
In this paper we propose a new and elegant approach toward the generalization of frequent itemset mining to the multirelational case. We define relational itemsets that contain i...
KDD
2002
ACM
15 years 10 months ago
2002
ACM
We present a framework for mining association rules from transactions consisting of categorical items where the data has been randomized to preserve privacy of individual transact...
88
Voted
JCP
2007
14 years 9 months ago
2007
— The ability to mine large volumes of distributed datasets enables more precise decision making. However, privacy concerns should be carefully addressed when mining datasets dis...
87
Voted
KDD
2001
ACM
15 years 10 months ago
2001
ACM
This study compares five well-known association rule algorithms using three real-world datasets and an artificial dataset. The experimental results confirm the performance improve...