167 search results - page 1 / 34 » A Weighted Utility Framework for Mining Association Rules |
EMS
2008
IEEE
13 years 11 months ago
2008
IEEE
Association rule mining (ARM) identifies frequent itemsets from databases and generates association rules by assuming that all items have the same significance and frequency of oc...
KDD
2003
ACM
14 years 5 months ago
2003
ACM
We address the issues of discovering significant binary relationships in transaction datasets in a weighted setting. Traditional model of association rule mining is adapted to han...
APIN
2006
13 years 5 months ago
2006
It is not an easy task to know a priori the most appropriate fuzzy sets that cover the domains of quantitative attributes for fuzzy association rules mining. In general, it is unre...
ADC
2003
Springer
13 years 10 months ago
2003
Springer
The mining of informative rules calls for methods that include different attributes (e.g., weights, quantities, multipleconcepts) suitable for the context of the problem to be an...
ICDE
2006
IEEE
14 years 6 months ago
2006
IEEE
We propose a framework, called MIC, which adopts an information-theoretic approach to address the problem of quantitative association rule mining. In our MIC framework, we first d...