WASET
	%0 Journal Article
	%A Girish Kumar Singh and  Sonajharia Minz
	%D 2007
	%J International Journal of Computer and Information Engineering
	%B World Academy of Science, Engineering and Technology
	%I Open Science Index 1, 2007
	%T Granulation using Clustering and Rough Set Theory and its Tree Representation 
	%U https://publications.waset.org/pdf/14084
	%V 1
	%X Granular computing deals with representation of information in the form of some aggregates and related methods for transformation and analysis for problem solving. A granulation scheme based on clustering and Rough Set Theory is presented with  focus on structured conceptualization of information has been presented in this paper. Experiments for the proposed method on four labeled data exhibit good result with reference to classification problem. The proposed granulation technique is semi-supervised imbibing global as well as local information granulation. To represent the results of the attribute oriented granulation a tree structure is proposed in this paper. 
	%P 113 - 118