Data Clustering Using Fuzzy Approach

Abstract

AbstractIn largeComputers;the huge volume of files actually generate disorder to analyze it. So, itdesiresto design a clustering techniques which reduce the costs of analysts. Document clustering isan essentialprocess in text mining, which retrieve the information with an acceptable accuracy,which can be achieved by fuzzy clustering.Reuters 21578 dataset is used for experimental purpose, the proposed system was tested by usingReuters 21578 datasets according to the time required to cluster data. The proposed system improvesdata clustering algorithms by construct required fuzzy clusters. The proposed system showed a goodresult compared with clustering techniques in comparing with other clustering techniques in timeefficiency.