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Dr. JEBAMALAR TAMILSELVI. J

Associate Professor


Affiliation

Department of Computer Applications, Ramapuram Campus, SRM Institute of Science and Technology

Area or Subject

Data Mining & Data Warehousing, Big Data Analysis

Educational Qualifications

  • Degree – PhD
  • Area or Subject – Computer Applications
  • University –  Karunya University
  • Awarded Year –   2009

Courses:  Data Mining, Compiler Design, OOAD, Software Project Management

Research Interests: Data Mining, Machine Learning

Selected Publications

  • J Jebamalar Tamil Selvi, V Saravanan, “A Unified Framework and Sequential Data Cleaning Approach for a Data Warehouse”, International Journal of Computer Science and Network Security, ISSN 1738-7906, Volume 8, No 5, May 2008, pp 117-121.
  • J Jebamalar Tamil Selvi, V Saravanan, “Detection and Elimination of Duplicate Data Using Token-Based Method for a Data Warehouse: A Clustering Based Approach” International Journal of Dynamics of Fluids, ISSN 0973-1784, Volume 5, Number 2, 2009, pp. 145–164.
  • Dr(Ms).J. Jebamalar Tamil Selvi, Dr. V. Saravanan, “Token-Based Method of Blocking Records for Large Data Warehouse”, Advances in Information Mining, ISSN: 0975–3265, Volume 2, Issue 2, 2010, pp. 05-10.
  • Dr(Ms).J. Jebamalar Tamil Selvi, Dr. V. Saravanan, “An evaluation on current research trends in data cleaning on data warehousing”, The International Journal of Computational Intelligence Research, ISSN 0973-1873 Volume 6, Number 3, 2010, pp. 405—430.
  • Dr(Ms).J. Jebamalar Tamil Selvi, Handling Duplicate Data in Data Warehouse for Data Mining , International Journal of Computer Applications (0975 – 8887) Volume 15– 4, February 2011.
  • J. Jebamalar Tamilselvi, B.Madasamy, “Assessment of Freeware Data Mining Tools over some Wide Range Characteristics”,SPRINGER Verlag Journal,ISSN :1865-0929 ICIP - August 2012.
  • Dr. J. Jebamalar Tamilselvi, B.Madasamy, “General Web Knowledge Mining Framework” International Journal of Computer Science and Engineering (IJCSE), ISSN : 0975-3397 Vol. 4 No. 10 October -2012.
  • Dr. J. Jebamalar Tamilselvi, Jose Anand, Analyzing the Performance of Diverse LEACH  Algorithms for Wireless Sensor Networks, Int. J. Advanced Networking and Applications (IJANA), Volume:04 Issue:03 Pages: 1610-1615 (2012) ISSN : 0975-0290.
  • J. Jebamalar Tamilselvi, D.R.Denslin Brabin, A Visible Watermarking Scheme for Digital Images in Frequency Domain, Int. J. Advanced Networking and Applications (IJANA), Volume:04 Issue:03 Pages: 1610-1615 (2012) ISSN : 0975-0290.
  • J. Jebamalar Tamilselvi, B.Madasamy, Optimal Data Mining Classification Algorithm for Bio Medicinal Facts, IRACST - International Journal of Advanced Computing, Engineering and Application (IJACEA), ISSN: 2319-281X,Vol. 2, No.1, February 2013.
  • R.Denslin Brabin, and Dr.J.Jebamalar Tamilselvi “Reversible Data Hiding: A Survey” IJIRCCE: International Journal of Innovative Research in Computer and Communication Engineering, Vol. 1, Issue 3, May 2013.
  • Madasamy, Dr.J.Jebamalar Tamilselvi "General Framework for Biomedical Knowledge With Data Mining Techniques" International Journal of Computer Trends and Technology (IJCTT), V4(5):1485-1491 May Issue 2013. ISSN 2231-2803.www.ijcttjournal.org. Published by Seventh Sense Research Group.
  • J. Jebamalar Tamilselvi, B.Madasamy, Taxonomy of Ageing and Non-Ageing Genes by Means of General Data Mining Techniques, International Journal of Computer Applications (0975 – 8887), Volume 71– No.23, June 2013.
  • J. Jebamalar Tamilselvi, Beulah Jeba Jaya Y, “Assessment of Fraud Pretentious Business Region Research Articles Using Data Mining Approaches”, International Journal on Computer Science and Engineering (IJCSE), ISSN: 2229-5631, Vol. 5,No.7, pp. 653-659, 2013.(Indexed in EBSCO, Index Copernicus, SCIRate, ProQuest)
  • Dr. J. Jebamalar Tamilselvi, B.Madasamy, "Improving classification Accuracy of Neural Network through Clustering Algorithms" International Journal of Computer Trends and Technology (IJCTT), V4(9):3242-3246 September Issue 2013 .ISSN 2231-2803.
  • Dr. J. Jebamalar Tamilselvi, D.Jayachitra, “Survey on Heterogeneous Network Traffic Analysis with Supervised and Unsupervised Data Mining Techniques”, International Journal of Computer Science and Mobile Computing (IJCSMC), Vol.3 Issue.7, July- 2014, pg. 47-59.
  • Dr. J. Jebamalar Tamilselvi, B.Madasamy, “Enhanced Backpropagation Approach for Identifying Genetic Disease”, Applied Mechanics and Materials (AMM), Vol.622,  Augest 2014, pp. 75-80.
  • J. Jebamalar Tamilselvi, Beulah Jeba Jaya Y,”Simplified MCDM Analytical Weighted Model for Ranking Classifiers in Financial Risk Datasets” in ICICA’14 proceedings of the International Conference on Intelligent Computing Applications, 6-7 March 2014, IEEE Computer Society, ACM Digital Library, ISBN: 978-1-4799-3966-4, pp. 158-161, 2014.
  • K.Sutha, Dr.J. Jebamalar Tamilselvi,"A Review of Feature Selection Algorithms for Data Mining Techniques" International Journal on Computer Science and Engineering (IJCSE) ISSN : 0975-3397 Vol. 7 No.6, pp:63-67, Jun 2015.
  • J. Jebamalar Tamilselvi, Beulah Jeba Jaya Y, “Multiple Criteria Decision Making based Credit Risk Prediction using Optimal Cut-off Point Approach”, International Journal of Applied Engineering Research, ISSN 0973-4562,Vol. 10, no.8, pp. 20041-20054, 2015.(Scopus Indexed)
  • Beulah Jeba Jaya Y. and J. Jebamalar Tamilselvi, “ Fuzzified MCDM
  • Consistent Ranking Feature Selection with Hybrid Algorithm for Credit Risk
  • Assessment,” Research Journal of Applied Sciences, Engineering and
  • Technology, Vol. 11 (12), pp. 1397-1403, 2015.
  • K. Sutha and Dr.J.Jebamalar Tamilselvi,“A Comparative Study on Feature Selection Algorithms for Improving Classification Performance”, International Journal of Applied Engineering Research, ISSN 0973-4562, Vol. 10(23), pp. 43426-43429, 2015.
  • Dr. J. Jebamalar Tamilselvi, D.Jayachitra,”Survey of Supervised Classification Framework Development on Heterogeneous Network”, International Research Journal of Engineering and Technology (IRJET), p-ISSN: 2395-0072, Volume:02 Issue: 07, Oct 2015.
  • Dr. J. Jebamalar Tamilselvi, D.Jayachitra,”Heterogeneous Network Traffic Mining using Unsupervised Classification Framework” International Journal of Applied Engineering Research ISSN 0973-4562, Volume 10, Number 16, pp 36970-36977, 2015.
  • Dr. J. Jebamalar Tamilselvi, D.Jayachitra,”Traffic Analyzing and Controlling using Supervised Parametric Clustering in Heterogeneous Network”, Research Journal of Applied Sciences, Engineering and Technology pp: 473-479, ISSN: 2040-7459,  2015.
  • T.Jebeula, Dr. J. Jebamalar Tamilselvi, “A Survey on ETL Tools”, International Journal of Advance Engineering and Research Development, Volume 3, Issue 3, March -2016
  • S. Nagendra Babu and Dr.J. Jebamalar Tamilselvi, “A Survey on Association Rule Mining and Techniques for Improve the Efficiency”, Journal of Advanced Research in Dynamical and Control Systems, Volume 9, Issue 4, 2017.
  • S. Nagendra Babu and Dr.J. Jebamalar Tamilselvi, Ensity-Based Cdensity-Based Clustering For Road Accident Data Analysis, International Journal for Science and Advance Research In Technology (IJSART), Volume : 3, Issue : 11, Novemeber 2017.
  • S. Nagendra Babu and Dr.J. Jebamalar Tamilselvi, Map Reduce approach for road accident data analysis using data mining techniques, IJAIP(inderscience) Int. J. Advanced Intelligence Paradigms, 4th article, Feb 2018.
  • S. Nagendra Babu and Dr.J. Jebamalar Tamilselvi, A Data Mining Framework to Analyze Road Accident Data using Map Reduce Methods CCMF and TCAMP Algorithms, IJSSST-& Technology, Volume 19, Dec 2018.OAD ACCIDENT DATA ANALYSIS
  • R. Lalitha, Dr. J. Jebamalar Tamilselvi, “A Suvey On Neurodevelopmental Disorder Using Machine Learning Approaches,” Journal of Emerging Technologies and Innovative Research (JETIR)”, November 2018, Volume 5, Issue 11.
  • T. Jebeula and Dr. J. Jebamalar Tamilselvi,, “A Survey on Data Mining Algorithms on various Platform and Hadoop”, International Journal of Research and Analytical Reviews, (IJRAR), (ISSN: 2348-1269), Volume 5, Issue 3, September 2018.
  • T. Jebeula and Dr. J. Jebamalar Tamilselvi, “Efficient Data Analysis of Youtube Dataset in Hadoop Using Mapreduce”, Jour. of Adv. Research in Dynamical & Control Systems, (ISSN: 1943-023X), Volume 10, 11- Special Issue, 2018.
  • T. Jebeula and Dr. J. Jebamalar Tamilselvi, “Review and Challenges of Big Data Analytics with Hadoop Distributed File System, International Science and Technology Journal, (ISSN: 1632-2882), Volume 7, Issue 6, 2018.
  • Beulah Jeba Jaya Y. and J. Jebamalar Tamilselvi, “Fuzzy Multi-Criteria Random Seed and Cutoff Point Approach for Credit Risk Assessment,” Journal of Theoretical And Applied Information Technology, Vol. 96, 2018
  • Sutha and Dr.J.Jebamalar Tamilselvi, “Machine Learning based Supervised Feature Selection Algorithm for Data Mining”, International Journal of Innovative Technology and Exploring Engineering, ISSN:2278-3075, Vol. 8(10), pp. 3396 – 3401, 2019.
  • Sutha and Dr.J.Jebamalar Tamilselvi, “An Extended Laplacian Score Algorithm for Unsupervised Feature Selection”, International Journal of Engineering and Advanced Technology, ISSN: 2249-8958, Vol. 8(6), pp. 4359 - 4362, 2019.
  • Sutha and Dr.J.Jebamalar Tamilselvi, “A Unified Framework for Supervised and Unsupervised Feature Selection in Data Mining”, International Journal of Scientific and Technology Research, ISSN: 2277-8616, pp. 1468 – 1472, 2019.

Papers Presented

  • J Jebamalar Tamilselvi, V Saravanan, “Handling Noisy Data using Attribute Selection and Smart Token”, International Conference on Computer Science & Information Technology-Indexed by IEEE Computer Society, Hotel River View, Hamilton Road, Singapore from August 29 – September 2, 2008. ISBN: 978-0-7695-3308-7.
  • J Jebamalar Tamilselvi, V Saravanan, “Attribute Selection for Data Cleaning in Data Warehousing”, International Conference on Managing Next Generation Software Applications, Karunya University, Coimbatore, 05-06 December 2008. PP. 1221- 1228. ISBN 978-81-907870-0-0.
  • J. Jebamalar Tamilselvi, B.Madasamy,“Assessment of Freeware Data Mining Tools over some Wide Range Characteristics”, 6th International Conference on Information Processing, Bangalore - August 2012.
  • Beulah Jeba Jaya Y., J. Jebamalar Tamilselvi, “Study of Performance Metrics in the Fraud Detection Data Sets”, in RTCT’13 proceedings of the International Conference on Recent Trends in Computing Technology”, 12th April 2013.
  • J. Jebamalar Tamilselvi, Beulah Jeba Jaya Y, Simplified MCDM Analytical Weighted Model for Ranking Classifiers in Financial Risk Datasets, International Conference on Intelligent computing Applications (ICICA 2014), Bharathiar University, Coimbatore, 6 & 7 March 2014.
  • J.Jebamalar Tamilselvi, B.Nisha, B.Madasamy, “Enhanced Backpropagation Approach for Identifying Genetic Disease“, International Conference on Emerging Trends in Science, Engineering and Technology (ICETSET-2014) 18 & 19th of April 2014.
  • J. Jebamalar Tamilselvi, M.Charumathi, “Evaluation of Classification Algorithms using MCDM Methods for Financial Risk Prediction, International Conference on Advance Research in Engineering and Technology, April 2014. ISBN:978-81-908980-6-5.
Seminar / Conference – National Level
  • J. Jebamalar Tamil Selvi, Dr. V. Saravanan, J. Rajan “Unified Data Mining System Using Software Intelligent Agents”, National Conference on Data Mining and Data Warehousing, Karunya University, Coimbatore, (Sponsorer- CSIR), pages 263-270, 2007.
  • J. Jebamalar Tamil Selvi, Dr. V. Saravanan, Sujni Paul, “Analysis of Data Mining     Algorithms”, National Conference on Data Mining and Data Warehousing, Karunya University, Coimbatore, (Sponsorer - CSIR), pages 277-284, 2007.
  • Shery A Sunny, Dr. Jebamalar Tamilselvi, “Analysis on Knowledge Visualization in Data Mining”, National Conference on NCRTSC’10, 27 February, 2010.
  • Sandeesh Raju. K, Dr. J. Jebamalar Tamilselvi, “Generalized Schema for Data Mining in A Distributed Environment”, CSIR Sponsored National Conference on Technological advancements in Data Mining, Pages 46-50, 24 April 2010.
  • E. Arun Kumar, Dr. J. Jebamalar Tamilselvi, “WEB – TEXT MINING”, CSIR Sponsored National Conference on Technological advancements in Data Mining, Pages 55-59, 24 April 2010.
Academic Experience:
  • Associate Professor / CSE SRM Institute of Science and Technology , October 2021 .
  • Professor / MCA , Jaya Engineering College /Chennai , 2010-2021
  • Assistant Professor / MCA, Karunya University, Coimbatore, 2009-2010
FTP / FDP / WORKSHOP / SEMINAR ATTENDED:
  • Workshop on “Journal paper writing” organized by the Karunya University on 29 & 30 April 2008.
  • Workshop on “Advanced Developer Technologies” organized by Microsoft Corporation on 25 June 2009.
  • Faculty Training Programme on “Wired and Wireless Simulations in NS2 and Ubuntu organized by the Dept of Computer Applications, Karunya University on 26 Nov 2009.
  • Faculty Development Program on Data Mining using Poly Analyst & MATLAB during 29-30 Sep 2009 organized by Dept of Computer Applications, Karunya University
  • Workshop on “Teachers Role Model” held at Department of Value Education, Karunya University from December 03, 2009 to December 04, 2009.
  • Seminar on MATLAB® and Simulink® for Engineering Education on 24 Feb 2010 organized by Coimbatore Institute of Technology, Coimbatore.
  • Faculty Development Programme on “Java Programming, LaTex, Software Engineering, MATLAB” held at Department of Computer Applications, Karunya University during April 19-23, 2010.
Achievements and Awards:
  • I had been awarded the Best Faculty Award (Junior) 2015 with a Memento and a Certificate, by Jaya Engineering College, Thiruninravur, Chennai.
  • I had been awarded the Education and Research Award 2015 with a Memento, by Karunya University, Coimbatore.
  • I had been awarded the Shri. P.K Das Memorial Best Faculty Award (Junior) 2014 for the faculty of Computer Science with a Memento, a cash prize of Rs.10000 and a Certificate of Excellence, by Nehru College of Educational & Charitable Trust, Coimbatore.

Memberships:  [i.e. Memberships in Professional Bodies; Mention Year of Joining]

  1. Member of International Association of Engineers (IAENG)
  2. Member of International Association of Computer Science and Information Technology (IACSIT)
  3. Member of The Society of Digital Information and Wireless Communications
  4. Reviewer of International Journal of Engineering Science and Technology  (IJEST)
  1. Member and Reviewer of Journal of Convergence Information Technology (JCIT)
  1. Editorial Member of International Journal of Research in Engineering & Advanced Technology (IJREAT)