Journal of Engineering and Applied Sciences

Year: 2017
Volume: 12
Issue: 21
Page No. 5485 - 5489

Efficient Data Clustering Algorithm Designed for 2-D Dataset

Authors : Himanika , Vishesh Mehta and Poonam Nandal

References

Arockiam, L., S.S. Baskar and L. Jeyasimman, 2012. Clustering techniques in data mining. Asian J. Inf. Technol., 11: 40-44.
Direct Link  |  

Elavarasi, S.A., J. Akilandeswari and B. Sathiyabhama, 2011. A survey on partition clustering algorithms. Intl. J. Enterp. Comput. Bus. Syst., 1: 1-14.
Direct Link  |  

Goyal, M. and S. Kumar, 2014. Improving the initial centroids of K-means clustering algorithm to generalize its applicability. J. Inst. Eng. Ser. B., 95: 345-350.
Direct Link  |  

Lan, X., Q. Li and Y. Zheng, 2015. Density K-means: A new algorithm for centers initialization for K-means. Proceedings of the 6th IEEE International Conference on Software Engineering and Service Science (ICSESS), September 23-25, 2015, IEEE, Beijing, China, ISBN:978-1-4799-8352-0, pp: 958-961.

Lim, J., J. Jun, S.H. Kim and D. McLeod, 2012. A framework for clustering mixed attribute type datasets. Proceedings of the 4th International Conference on Emerging Databases (EDB12), August 23-25, 2012, Seoul Selection Publishing, Seoul, Korea, pp: 92-100.

Maulik, U. and S. Bandyopadhyay, 2002. Performance evaluation of some clustering algorithms and validity indices. IEEE. Trans. Pattern Anal. Mach. Intell., 24: 1650-1654.
CrossRef  |  Direct Link  |  

Singh, A., A. Yadav and A. Rana, 2013. K-means with three different distance metrics. Intl. J. Comput. Appl., 67: 13-17.
Direct Link  |  

Sinwar, D. and R. Kaushik, 2014. Study of Euclidean and Manhattan distance metrics using simple K-means clustering. Intl. J. Res. Appl. Sci. Eng. Technol., 2: 270-274.

Vij, R. and S. Kumar, 2012. Improved K-means clustering algorithm for two dimensional data. Proceedings of the 2nd International Conference on Computational Science, Engineering and Information Technology, October 26-28, 2012, ACM, Coimbatore UNK, India, ISBN:978-1-4503-1310-0, pp: 665-670.

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