Academic Journals Database
Disseminating quality controlled scientific knowledge

Apriori and Ant Colony Optimization of Association Rules

ADD TO MY LIST
 
Author(s): Anshuman Singh Sadh | Nitin Shukla

Journal: International Journal of Advanced Computer Research
ISSN 2249-7277

Volume: 3;
Issue: 10;
Start page: 35;
Date: 2013;
VIEW PDF   PDF DOWNLOAD PDF   Download PDF Original page

Keywords: Association Rule Mining | Positive Association | Negative Association | ACO

ABSTRACT
Association Rule mining is one of the important andmostpopular data mining technique.Associationrule mining can be efficiently used in any decisionmaking processor decision based rule generation.Inthis paper we present an efficient mining basedoptimization techniques for rule generation. Byusingapriori algorithm we find the positive andnegative association rules. Then we apply antcolony optimization algorithm (ACO) for optimizingthe association rules. Our results show theeffectiveness of our approach.
Affiliate Program      Why do you need a reservation system?