Prof. T. Velmurugan

Department of Computer Applications

Dwaraka Doss Goverdhan Doss Vaishnav College, India

Email: velmurugan_dgvc@yahoo.co.in

Qualifications

2012 Ph.D., University of Madras, India, Computer Science

1989 M.S., Bharathidasan University, India, Mathematics

1987 B.S., Bharathidasan University, India, Mathematics

Publications (Selected)

1. Velmurugan. T and T. Santhanam, “Computational Complexity between K-means and K-medoids clustering algorithms for normal and uniform distributions of data points”, Journal of Computer Science, Vol. 6, Issue 3, 2010, pp.363-368, ISSN:1549-3636, DOI : 10.3844/jcssp.2010.363.368,(SCOPUS)
2. Velmurugan. T and T.Santhanam, “Performance Evaluation of K-Means and Fuzzy C-Means Clustering Algorithms for Statistical Distributions of Input Data Points”, European Journal of Scientific Research, Vol. 46, No. 3, 2010, pp.320-330, ISSN: 1450-216X. http://www.eurojournals.com/ejsr.htm(SCOPUS)
3. Velmurugan. T and T.Santhanam, “Clustering Mixed Data Points Using Fuzzy C-Means Clustering Algorithm for Performance Analysis”, International Journal on Computer Science and Engineering, Vol. 02, No. 09, 2010, pp. 3100-3105, ISSN: 0975-3397. www.enggjournals.com
4. Velmurugan. T and T.Santhanam, “A Survey of Partition Based Clustering Algorithms in Data Mining: An Experimental Approach”, Information Technology Journal, Vol. 10, Issue 3, 2011, pp. 478-484, ISSN: 1812-5638, DOI:10.3923/itj.2011.478.484.(SCOPUS)
5. Velmurugan. Tand T. Santhanam, “A Comparative Analysis between K-Medoids and Fuzzy C-Means Clustering Algorithms for Statistically Distributed Data Points”, Journal of Theoretical and Applied Information Technology, E-ISSN 1817-3195 / ISSN 1992-8645,Vol. 27, No. 1, 2011, pp. 19–30, www.jatit.org(SCOPUS)
6. T.Velmurugan, “Performance Comparison between k-Means and Fuzzy C-Means Algorithms using Arbitrary Data Points”, Wulfenia Journal, Vol 19, No. 8, Aug-2012, pp. 234-241, ISSN: 1561-882X, (Impact Factor : 0.267 by SCI) http://www.multidisciplinarywulfenia.org
7. T.Velmurugan, “Efficiency of k-Means and K-Medoids Algorithms for Clustering Arbitrary Data Points”, Int. J. Computer Technology & Applications, Vol. 3 (5), 2012, pp. 1758-1764, ISSN: 2229-6093.
8. T.Velmurugan, “Performance Based Analysis Between k-Means and Fuzzy C-Means Clustering Algorithms for Connection Oriented Telecommunication Data”, Applied Soft Computing (Elsevier), Vol. 19, 2014, pp. 134 - 146, DOI:10.1016/j.asoc.2014.02.011, ISSN: 1568-4946. (Impact Factor = 2.140, 5-Year IF = 2.526 by SCI)
9. A. Dharmarajan and T. Velmurugan, "Lung Cancer Data Analysis by k-means and Farthest First Clustering Algorithms", Indian Journal of Science and Technology, Vol. 8, No. 15, 2015, DOI: 10.17485/ijst/2015/v8i15/73329. (SCOPUS)
10. C. Anuratha and T.Velmurugan, “A Comparative Analysis on the Evaluation of Classification Algorithms in the Prediction of Students Performance”, Indian Journal of Science and Technology, Vol. 8, Issue 15, 2015, DOI:10.17485/ijst/2015/v8i15/74555. (SCOPUS)
11. J. Manimaran and T.Velmurugan, “Analysing the quality of Association Rules by Computing an Interestingness Measures”, Indian Journal of Science and Technology, Vol. 8, No. 15, 2015, DOI: 10.17485/ijst/2015/v8i15/76693. (SCOPUS)
12. G. Sekar and T.Velmurugan, “A Novel Framework CACTO- subject to Non-Relational Data Stores”, Ciencia e Tecnica, Vol. 30, No. 7, 2015, pp. 124-141. (Impact Factor: 0.278 5-Year Impact Factor: 0.479 - SCI)
13. S. Mahalakshmi and T. Velmurugan, “Detection of Brain Tumor by Particle Swarm Optimization using Image Segmentation”, Indian Journal of Science and Technology, Vol. 8, No. 22, 2015, DOI: 10.17485/ijst/2015/v8i22/79092. (SCOPUS)
14. M. P. Sukassini and T. Velmurugan, “A Survey on the Analysis of Segmentation Techniques in Mammogram Images”, Indian Journal of Science and Technology, Vol. 8, No. 22, 2015, DOI: 10.17485/ijst/2015/v8i22/79105. (SCOPUS)
15. A. Naveen and T. Velmurugan, “Identification of Calcification in MRI Brain Images by k-Means Algorithm”, Indian Journal of Science and Technology, Vol. 8, No. 29, 2015, DOI: 10.17485/ijst/2015/v8i29/83379. (SCOPUS)
16. E. Venkatesan and T. Velmurugan, “Performance Analysis of Decision Tree Algorithms for Breast Cancer Classification”, Indian Journal of Science and Technology, 2015, DOI: 10.17485/ijst/2015/v8i1/84646. (SCOPUS)
17. S. Navitha and T.Velmurugan, “A survey on the Simulation Models and Results of Routing Protocols in Mobile Ad-hoc Networks”, Int. Journal of Communication and Networking System, Vol. 04, Issue 02, 2015, pp. 10-15.