International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
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Volume 76 - Issue 16 |
Published: August 2013 |
Authors: Amal Dev P, Sobhana N V, Philumon Joseph |
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Amal Dev P, Sobhana N V, Philumon Joseph . GARM: A Simple Graph Based Algorithm For Association Rule Mining. International Journal of Computer Applications. 76, 16 (August 2013), 1-4. DOI=10.5120/13328-0607
@article{ 10.5120/13328-0607, author = { Amal Dev P,Sobhana N V,Philumon Joseph }, title = { GARM: A Simple Graph Based Algorithm For Association Rule Mining }, journal = { International Journal of Computer Applications }, year = { 2013 }, volume = { 76 }, number = { 16 }, pages = { 1-4 }, doi = { 10.5120/13328-0607 }, publisher = { Foundation of Computer Science (FCS), NY, USA } }
%0 Journal Article %D 2013 %A Amal Dev P %A Sobhana N V %A Philumon Joseph %T GARM: A Simple Graph Based Algorithm For Association Rule Mining%T %J International Journal of Computer Applications %V 76 %N 16 %P 1-4 %R 10.5120/13328-0607 %I Foundation of Computer Science (FCS), NY, USA
Association rule mining is an important component of data mining. In the last years a great number of algorithms have been proposed with the objective of solving the obstacles presented in the generation of association rules. In this work, a new graph based algorithm for associative rule mining which has so many advantages over the existing methods is proposed. It can be used to improve decision making in a wide variety of applications such as: market basket analysis, medical diagnosis, bio-medical literature, protein sequences, census data, logistic regression, fraud detection in web, CRM of credit card business etc.