@incollection{, 9B60A236BD85EE8F05ACB99DE5BB8496 , author={{JuhiKatara} and {NaveenChoudhary} and {College of Technology and Engineering, MPUAT}}, journal={{Global Journal of Computer Science and Technology}}, journal={{GJCST}}0975-41720975-435010.34257/gjcst, address={Cambridge, United States}, publisher={Global Journals Organisation}15716 } @incollection{b0, , title={{Research and Application of Improved K-means AlgorithmBased on Fuzzy Feature Selection}} , author={{ XiuyunLi } and { JieYang } and { QingWang } and { JinjinFan } and { PengLiu }} , booktitle={{Fifth International Conference on Fuzzy Systems and Knowledge Discoveryvol}} , year={2008} 1 , note={ieeeconference publications} } @incollection{b1, , title={{Improving the accuracy and efficiency of the k-means clustering algorithm}} , author={{ KNazeer } and { MSebastian }} , booktitle={{International Conference on Data Mining and Knowledge Engineering (ICDMKE), Proceedings of the World Congress on Engineering}} London, UK , year={July 2009} 1 } @incollection{b2, , title={{Research on kmeans Clustering Algorithm : An Improved k-means Clustering Algorithm}} , author={{ ShiNa } and { GuanLiu Xumin } and { Yong }} , booktitle={{Third International Symposium on Intelligent Information Technology and Security Informatics 2010 ieee conference publications}} } @incollection{b3, , title={{Efficient and Fast Initialization Algorithm for K-means Clustering}} , author={{ MohammedElAgha } and { WesamMAshour }} , journal={{I.J. Intelligent Systems and Applications}} , year={2012} } @incollection{b4, , title={{K-means algorithm in the optimal initial centroids based on dissimilarity}} , author={{ WangShunye } and { CuiYeqin } and { JinZuotao } and { LiuXinyuan }} , journal={{Journal of Chemical and Pharmaceutical Research}} , year={2013} } @book{b5, , title={{}} , author={{ CMerz } and { PMurphy } and { UcirepositoryOf Machine } and { Learningdatabases }} } @incollection{b6, , title={{Using the Triangle Inequality to Accelerate k-Means}} , author={{ CharlesElkan }} , booktitle={{Proceedings of the Twentieth International Conference on Machine Learning (ICML-2003)}} the Twentieth International Conference on Machine Learning (ICML-2003)Washington DC , year={2003} } @incollection{b7, , title={{Application Research of k-means Clustering Algorithm in Image Retrieval System}} , author={{ HongLiu } and { XiaohongYu }} , booktitle={{Proceedings of the Second Symposium International Computer Science and Computational Technology}} the Second Symposium International Computer Science and Computational Technology , year={2009} , note={ISCSCT} } @book{b8, , author={{ JiaweiHan } and { MorganMichelinekamber } and { Kauffman }} , title={{Data Mining: Concepts and Techniques}} , year={2006} , note={2nd edition} } @incollection{b9, , title={{Comparisons between data clustering algorithms}} , author={{ AbbasOsama Abu }} , journal={{The International Arab Journal of Information Technology}} 5 3 , year={July 2008} } @incollection{b10, , title={{Application of k-Means Clustering algorithm for prediction of Students Academic Performance}} , author={{ JOyeladeo } and { OOOladipupo } and { ObagbuwaI }} , journal={{inInternational Journal of Computer Science and Information Security}} 7 , year={2010} } @incollection{b11, , title={{An Improved K-means Clustering Algorithm}} , author={{ ChunfeiZhang } and { ZhiyiFang }} , journal={{Journal of Information & Computational Science}} , year={2013} }