International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
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Volume 64 - Issue 14 |
Published: February 2013 |
Authors: Sathya Ramadass, Annamma Abraham |
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Sathya Ramadass, Annamma Abraham . Cluster Analysis: An Experimental Study. International Journal of Computer Applications. 64, 14 (February 2013), 32-36. DOI=10.5120/10704-5622
@article{ 10.5120/10704-5622, author = { Sathya Ramadass,Annamma Abraham }, title = { Cluster Analysis: An Experimental Study }, journal = { International Journal of Computer Applications }, year = { 2013 }, volume = { 64 }, number = { 14 }, pages = { 32-36 }, doi = { 10.5120/10704-5622 }, publisher = { Foundation of Computer Science (FCS), NY, USA } }
%0 Journal Article %D 2013 %A Sathya Ramadass %A Annamma Abraham %T Cluster Analysis: An Experimental Study%T %J International Journal of Computer Applications %V 64 %N 14 %P 32-36 %R 10.5120/10704-5622 %I Foundation of Computer Science (FCS), NY, USA
Clustering plays a vital role in machine based learning algorithms and in the present study, it is found that, the competitive learning algorithm that is very efficient for a number of non-linear real-time problems, offers efficient solution for clustering. This paper presents a comparative account of self-organizing models and proposes a hybrid self-organizing model for cluster analysis. The potential usefulness of cluster analysis for higher education scenario is taken to study in this paper.