International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
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Volume 167 - Issue 14 |
Published: Jun 2017 |
Authors: Charu Puri, Naveen Kumar |
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Charu Puri, Naveen Kumar . Type-2 Projected Gustafson-Kessel Clustering Algorithm. International Journal of Computer Applications. 167, 14 (Jun 2017), 1-6. DOI=10.5120/ijca2017914445
@article{ 10.5120/ijca2017914445, author = { Charu Puri,Naveen Kumar }, title = { Type-2 Projected Gustafson-Kessel Clustering Algorithm }, journal = { International Journal of Computer Applications }, year = { 2017 }, volume = { 167 }, number = { 14 }, pages = { 1-6 }, doi = { 10.5120/ijca2017914445 }, publisher = { Foundation of Computer Science (FCS), NY, USA } }
%0 Journal Article %D 2017 %A Charu Puri %A Naveen Kumar %T Type-2 Projected Gustafson-Kessel Clustering Algorithm%T %J International Journal of Computer Applications %V 167 %N 14 %P 1-6 %R 10.5120/ijca2017914445 %I Foundation of Computer Science (FCS), NY, USA
We propose a type-2 based clustering algorithm to capture data points and attributes relationship embedded in fuzzy subspaces. It is a modification of Gustafson Kessel clustering algorithm through deployment of type-2 fuzzy sets for high dimensional data. The experimental results have shown that type-2 projected GK algorithm perform considerably better than the comparative techniques.