Name :Dr. B. Sathiyabhama
Address (O): Professor and Head,
Department of Computer Science and Engineering,
Sona College of Technology, Salem 636 005, Tamilnadu, India
Qualification:B.E., M.Tech., Ph.D at National Institute of Technology, Tiruchirappalli.
M. Tech project internship at Bioinformatics Centre, IISC, Bangalore & obtained University rank during this course.
Professional membership: ACM, IEEE, ISTE, CSI, FIE (I),  and Senior-Member
Experience: 24 years and 1 months (in teaching)
Expertise: Data mining and Big Data Analytics
Computational Intelligence
Health Informatics
Data structures
Algorithm Analysis
Bioinformatics
Compiler Design and Optimization
Publications:: 64 International and National Journal and conference publications
Consultancy Projects

R & D
Consultancy :
Research Publications

International Journals

  1. T. Sathiya , Maria Jenifer , Dr.B.Sathiyabhama,  “GSA Based Classification of Lung Nodules in CT Images”, AICTE sponsored International Conference on Intelligent Computing Systems – ICICS 2017 – ICICS 2017– ICICS 2017.
  2. A.K. Ilavarasi , K. Thenmozhi, Dr.B.Sathiyabhama , “Quality of Service Measurement And Effectiveness For Health Care Data Using Predictive Analytics”, AICTE sponsored International Conference on Intelligent Computing Systems – ICICS 2017.
  3. B.Sathiyabhama , Vidhushavarshini S, “A Comparison of Classification Techniques on Thyroid Detection Using J48 And Naïve Bayes Classification Techniques”, AICTE sponsored International Conference on Intelligent Computing Systems – ICICS 2017 – ICICS 2017.
  4. B. Sathiyabama , M. Alamelumangai, “Personalised Care: A Clinical Descision Support System for Breast Cancer Screening Using Clustering and Classification” , AICTE sponsored International Conference on Intelligent Computing Systems – ICICS 2017 – ICICS 2017.
  5. B. Sathiyabhama, S. Udhaya Kumar , J. Jayanthi, T. Sathiya, A. K. Ilavarasi, V. Yuvarajan, Konga Gopikrishna, “Spark based framework for Breast Cancer Analysis”, AICTE sponsored International Conference On Intelligent Computing Systems – ICICS 2017 – ICICS 2017.
  6. V. Yuvarajan, S. Udhaya Kumar, “A Comparison of Machine Learning Techniques for Survival Prediction in Breast Cancer Gene Expression Data”, AICTE sponsored International Conference On Intelligent Computing Systems – ICICS 2017.
  7. Srinivasarengan Lakshmi, Balasubramanian Sathiyabhama, and Krishnan Batri , ‘Trade-off between the number of index-terms and the information retrieval system’s performance’, Kuwait Journal of Science, vol. 44, no. 4, pp. 49-56, (Annexure I journal), SCIE indexed. (2017)
  8. A.K.Ilavarasi, B.Sathiyabhama, “An Evolutionary Feature Set Decomposition Based Anonymization for Classification Works: Privacy Preserving Data Mining ”, Cluster Computing (2017) Volume 20, No.4 pp3515 – 3525. Annexure – I, Impactfactor : 2.01
  9. S Lakshmi, B Sathiyabhama, and K Batri, “Entropy a New Measure To Gauge Search Engine Optimization”, accepted for publication in International Journal of Enterprise Network Management (Annexure journal), 2017, ISSN online: 1748-1260
    ISSN print: 1748-1252.
  10. Vishnuvarthini. O and Sathiyabhama. B, “Feature Extraction and Classification Techniques for Screening of Melanoma”,      Advances in Natural and Applied      Sciences Journal ISSN: 1995-0772 EISSN: 1998-1090, 2017.
  11. S. Kalaivani, T. Sathiya, B. Sathiyabhama, “ACM Based Segmentation of Pulmonary Lung Nodule in CT Images”, Advances in Natural and Applied       Sciences Journal ISSN: 1995-0772 EISSN: 1998-1090, 2017.
  12. C Ganesh, B Sathiyabhama, T Geetha , “Fast Frequent Pattern Mining Using Vertical Data Format for Knowledge Discovery”, International Journal of Emerging Research in Management  and Technology, Vol.5, Issue-5,2016, ISSN: 2278-9359.
  13. N Shamli, B Sathiyabhama, “Parkinson's Brain Disease Prediction Using Big Data Analytics”, International Journal of Information Technology and Computer Science, 2016, 6, 73-84 Published Online June 2016 In MECS (Http://Www.Mecs-Press.Org/) DOI: 10.5815/Ijitcs.2016.06.10.
  14. S Lakshmi, B Sathiyabhama, and K Batri, “Retrieving more relevant documents from Google”, International Journal of Applied Engineering Research, ISSN 0973-4562 Vol. 10 No.49, pp. 351-353, 2015. (Annexure II journal)
  15. A.K.Ilavarasi, B.Sathiyabhama, M.Supriya, “Multi-Criteria Decision Support based framework for data mining”, International Journal of Applied Engineering Research, 2015, ISSN. 0973-4562
  16. H. Swathi and B. Sathiyabhama, "Classification and Feature Selection: A Survey", International Journal of Applied Engineering Research (Annexure II), vol. 10, no. 21, pp. 20142- 20151, 2015.
  17. H. Swathi and B. Sathiyabhama, "Efficient Feature Selection and Classification for Gene Expression Data", Discovery The International Daily Journal, vol. 35, no. 157, pp. 17- 21, 2015.
  18. S. P. Malarvizhi, B. Sathiyabhama, “Frequent Pagesets from Web log by Enhanced Weighted Association Rule Mining”, Cluster Computing-The Journal of Networks Software Tools and Applications, Springer, pp. 1-9, 10.1007/s10586-015-0507-z, Nov 2015, Impact Factor 1.51.
  19. C. Rajeswari, B. Sathiyabhama, S. Devendiran, K. Manivannan, “Diagnosis of  Gear Fault using Ensemble Empirical Mode Decomposition , Hybrid Binary Bat and Machine Learning Algorithms”, Journal of Vibro Engineering, Publishers  - JVE Int. Ltd., Scopus Index – 0.913, Thomson’s Reuters’ index – 0.66, Vol. 97, pp. 1772- 1783, ISSN. 1392-8716, 2015.
  20. C. Rajeswari, B. Sathiyabhama, S. Devendiran, K. Manivannan, “An Intelligent Gear Fault Diagnosis based on Wavelet  Packet Transform, Information Gain and Multiclass Least Squares Support Vector Machine”, International Journal of Applied Engineering Research, Research India Publications, Scopus Index – 0.034, Vol. 97, pp. 1772- 1783, ISSN. 1877-7058, 2015.
  21. S.P. Malarvizhi, B. Sathiyabhama, “Enhanced Reconfigurable Weighted Association Rule Mining for Frequent Patterns of Web Logs”, International Journal of Computing, Vol. 13, Issue 2, pp. 97-105, 2014.
  22. C. Rajeswari, B. Sathiyabhama, S. Devendiran, K. Manivannan, “Bearing Fault Diagnosis using Wavelet  Packet Transform, Hybrid PSO and   Support Vector Machine”, 12th Global Congress in Manufacturing and Management (GCIMM), Elsevier Publishers, Scopus Index – 0.442, Vol. 97, pp. 1772- 1783, ISSN. 1877-7058, 2014.
  23. C. Rajeswari, B. Sathiyabhama, S. Devendiran, K. Manivannan, “Gear Fault Diagnosis using Multiclass Support Vector Machine with Efficient Feature Selection Methods”, International Journal of Mechanical and Mechatronics Engineering (IJMME), International Journal of Engg. and Sciences Publishers, Scopus Index – 0.81, pp. 1- 12, ISSN. 2077-124XE13, 2014.
  24. T. Sathiya, B. Sathiyabhama and M. Meena, “SVM based Image Classification using Feature Extraction”, Journal of Recent Trends in Computer Science and Engineering, Vol. No. 2, Issue No. 2, pp. 43-52, July-Dec 2014. ISSN. No. 2322-0872.
  25. T. Deepa, B. Sathiyabhama, J. Akilandeswari and N. P. Gopalan, “Action Fuzzy Rule based Classifier for analysis of Dermatology Databases”, Int. J. Biomedical Engineering and Technology, pp. 360- 379, Vol. 15, No. 4, 2014.
  26. A.K. Ilavarasi, B. Sathiyabhama, S. Poorani, “A Survey on Privacy Preserving Data Mining Techniques”, International Journal of Computer Science and Business Informatics, ISSN: 1694-2108/ Vol. 7, No. 1, Nov. 2013.
  27. K. Revathy, B. Sathiyabhama, “A Hybrid Approach for Supervised Twitter Sentiment Classification”, International Journal of Computer Science and Business Informatics ISSN: 1694-2108/ Vol. 6, No. 1, Nov. 2013.
  28. Srilakshmi Indrasenan, Sathiyabhama Balasubramaniam, “Clinical Database Analysis Using DMDT Based Predictive Modeling”, International Journal of Soft Computing, vol.3., Issue 03, pp. 549-554, April 2013. (ISSN 0976-6561).
  29. Sudha Subramani and Sathiyabhama Balasubramaniam, “Post Mining of Diversified Multiple Decision Trees for Actionable Knowledge Discovery”, Lecture Notes in Computer Science, 2012, Volume 7135, Advanced Computing, Networking and Security, Pages 179-187, DOI: 10.1007/978-3-642-29280-4_20.
  30. D. Jeniffa,  A.K.Ilavarasi, B.Sathiyabhama, “Post Anonymization Techniques in Privacy Preserved Data Mining”, International Journal of Computer Application(0975 - 8887) vol. 46-no.24,may 2012
  31. T. Deepa, Sathiyabhama Balasubramaniam, J. Akilandeswari and N. P. Gopalan, “Knowledge Management Techniques for Analysis of Clinical Databases”, Lecture Notes in Computer Science, 2012, Volume 7135, Advanced Computing, Networking and Security, pp. 198-206, DOI: 10.1007/978-3-642-29280-4_20.
  32. S.Anitha Elavarasi, J.Akilandeswari, B.Sathiyabhama, “A Survey on Partitioning Clustering Algorithms”, International Journal of Enterprise Computing and Business Systems, Vol. 1., Issue 1., January 2011.
  33. B.Sathiybhama, N.P. Gopalan, “Mining Gene Expression data using Genetic Algorithm based Hybrid Clustering”, IJCSES International Journal of Computer Sciences and Engineering System, CSES International © 2009 ISSN 09773-4406.
  34. B.Sathiybhama, N.P. Gopalan, “Mining Gene Expression data using PCA based Clustering”, International Journal of Computational Intelligence and Healthcare Informatics, Vol. 1, No.2., 2008.
  35. B.Sathiybhama, N.P. Gopalan, “Enhanced Correlation Search Technique for Clustering Cancer Gene Expression data”, WSEAS Transactions on Information Science and Applications 12,Vol. 3., 2006, PP: 2477- 2484.
  36. S. S. Sheik, Sumit K. Aggarwal, A. Poddar, B. Sathiyabhama, N. Balakrishnan and K. Sekar, “Analysis of String Searching Algorithms on Biological Sequence Databases”, Journal of CURR SCIENCE (2005), 89(2), 368-374.

International Conferences

  1. C. Rjaeswari, B. Sathiyabhama, S. Devendiran, K. Manivannan, “Bearing Fault Diagnosis using Wavelet  Packet Transform, Hybrid PSO and   Support Vector Machine”, 12th Global Congress in Manufacturing and Management (GCIMM)  , Elsevier Publishers, Scopus Index – 0.442, Vol. 97, pp. 1772- 1783, ISSN. 1877-7058, 2014.
  2. C. Rjaeswari, B. Sathiyabhama, S. Devendiran, K. Manivannan, “Bearing Fault Diagnosis using Wavelet  Packet Transform, Rough Set based GA  and   C4.5 Algorithm”, 12th Global Congress in Manufacturing and Management (GCIMM), Elsevier Publishers, Scopus Index – 0.442, Vol. 97, pp. 1881- 1890, ISSN. 1877-7058, 2014.
  3. Sudha Subramani and Sathiyabhama Balasubramaniam, “Post Mining of Diversified Multiple Decision Trees for Actionable Knowledge Discovery”, Proceedings of Advanced Computing, Networking and Security, Dec 2011.
  4. T. Deepa, Sathiyabhama Balasubramaniam, J. Akilandeswari and N. P. Gopalan, “Knowledge Management Techniques for Analysis of Clinical Databases”, Proceedings of Advanced Computing, Networking and Security, Dec 2011.
  5. Ilavarasi Shakthi, B. Sathiyabhama, Jeniffa Xavier, “Building Decision Tree Classifiers using Anonymized Data”, accepted for ADCONS’2011 LNCS Proceedings, NITK, Surathkal, Karnataka, Dec 2011.
  6. B. Sathiyabhama, N.P. Gopalan, "Mining Gene Expression Data Using PCA based Clustering", Proc. of International Symposium on Global Trends in biomedical Informatics Research Education and Commercialization’08, pp. 40, January 2008.
  7. B. Sathiyabhama, N.P. Gopalan, "Mining Gene Expression Data Using Enhanced Intelligence Clustering and Memory Reduction Technique", IEEE Proc. of ICCIMA -2007, Vol. 2, pp.: 496-501.
  8. B. Sathiyabhama, N.P. Gopalan, "Mining Gene Expression Data Using Enhanced Intelligence Clustering Technique", IEEE Proc. of FSKD -2007, Vol.2, pp.: 245-251.
  9. B.Sathiyabhama, N.P. Gopalan, “Clustering Gene Expression Data Using Enhanced Correlation Search Technique”, Proc. International Conference on WSEAS Data mining and modeling - Sep 2006 (CD).
  10. B. Sathiyabhama, N.P. Gopalan, “Clustering Gene Expression Data using Enhanced Heuristic based Correlation Search Technique”, Proc. of WC 2006-International Conference on Medical Physics and Biomedical Engineering, 2006.

National Conferences

  1. B. Sathiyabhama, Konga Gopikrishna, J. Jayanthi, T. Sathiya, A. K. Ilavarasi, S. Udhaya Kumar, V. Yuvarajan, Automatic breast region extraction and pectoral muscle removal in mammogram using Otsu’s threshold with connected component labeling, Proceedings in Sixth National Conference on Computational Intelligence, Security and Systems (NAC-CISS’17).
  2. A.K.Ilavarasi, C. Rajeswari, B. Sathiyabhama, “Multi –Criteria Decision Support based Framework for Data Mining”, Proc. of IEEE and CSI sponsored National Conference on Computational Intelligence, Security and Systems (NAC-CISS’15), 2015.
  3. N. Shamli, B. Sathiyabhama, “Big Data Analytics based Clustering Guided Classification for Parkinsons Disease”, Proc. of IEEE and CSI sponsored National Conference on Computational Intelligence, Security and Systems (NAC-CISS’15), 2015.
  4. B.Devendar Rao, B.Sathiyabhama, J.Akilandeswari, N.P. Gopalan, “Actionable Knowledge Discovery for Clinical Decision Support Systems”, Proc.of IEEE and CSI sponsored National Conference on Computational Intelligence, Security and Systems (NAC-CISS’11), vol.2, pp:30-36, 2011.
  5. A.K.Ilavarasi, C. Rajeswari, B. Sathiyabhama, “A Survey on Attack Models and Privacy Models”, Proc. of IEEE and CSI sponsored National Conference on Computational Intelligence, Security and Systems (NAC-CISS’11), vol.4, pp:241-244, 2011.
  6. Shakila. J, and Sathiyabhama B., “A Data mining Approach to Reveal Representative Collaboration Indicators in Open Collaborative Frameworks”, Proc. National Conference THREADS’10, February 2010.
  7. Swathi H., Sathiyabhama B., and Gopalan N.P., “Gene Expression Data Knowledge Discovery using Global and Local Clustering”, Proc. National Conference On Innovative Computational Intelligence and Security Systems, NAC-CISS 2009, pp: 253-260, 2009.
  8. Md. Rukunuddin Ghalib, B. Sathiyabhama,  “Mining Gene Expression Data using CST based Euclidean Proximity Measure”, Proc. of National Conference THREADS’08, February 2008.
  9. T. Safeer Babu, B. Sathiyabhama, “Identifying Exceptional Patterns in Multi-Databases by Analyzing Local Instances”, Proc. of National Conference THREADS’08, February 2008.
  10. R.Sethupathy, B. Sathiyabhama, “Enhanced Role Based Access Control for Privacy Preserving Data Mining with Role Delegation”, Proc. of National Conference THREADS’08, February 2008.
  11. J. Dhayanithi, J. Jayanthi, B. Sathiyabhama, “Mining Gene Expression Data Using Hybrid Clustering”, Proc. of National Conference THREADS’08, February 2008.
  12. M.V.Kesavan, B. Sathiyabhama, “Association Rule Based Data Classification System”, Proc. of National Conference THREADS’08, February 2008.
  13. S.G. Murshidha Taj, B.Sathiybhama, N.P. Gopalan, “A Novel Approach for Mining Time  Series Gene Expression Data using Modified Correlation Search Technique”, Proc. National Conference on Innovative Computational Intelligence and Security Systems, NAC-CISS Feb 2007, PP: 240-246. ISBN: 81-8424-167-4.
  14. N.Balakumaaran, B.Sathiybhama, M.Usha, “Direct Comparison with Neighborhood (DCN) method for Efficient Biological Sequence Analysis”, Proc. National Conference on Innovative Computational Intelligence and Security Systems, NAC-CISS Feb 2007, PP: 234-239. ISBN: 81-8424-167-4.
  15. G.Ramkumar, B.Sathiybhama, “Improved Evaluation System for Higher Education using Data Mining Techniques”, Proc. National Conference on Innovative Computational Intelligence and Security Systems, NAC-CISS Feb 2007, PP: 228-233. ISBN: 81-8424-167-4.
  16. S.Saravanan, P. Palaniappan, J. Akilandeswari, B.Sathiybhama, M.Usha, “Clustering Patient Records through Fuzzy C-Means and Genetic Programming”, Proc. National Conference on Innovative Computational Intelligence and Security Systems, NAC-CISS Feb 2007, PP: 261-266. ISBN: 81-8424-167-4.
  17. N.P. Gopalan, B.Sathiybhama, “Scalable Biclustering Gene Expression Data Using Genetic Enhances K-means Algorithm”, Vision’06, National Conference on High Performance Computing, March 2006. PP: 477-482.
  18. B. Sathiyabhama, J. Akilandeswari, R. Nagarajan, “Web personalization Genetic Algorithm based PBC Technique”, Proc. pf National Conference on Recent Trends in Data Mining and its applications, NCDMA 11-12 March 2006.
  19. B. Sathiyabhama, J. Akilandeswari, P. Radhakrishnan, “ Advanced Data Preprocessing for Intersites Web Usage Mining”, Proceedings of National conference on High Performance Computing Vision ‘ 06, 5 April 2006.
Books Authored
Major Contributions

Professional Society activities

Conference / Convention Organized, Reviewed Publications

Invited Talk

Date Invited talk /event Organization
20.6.2018 Session on Instructional methods, Faculty roles and responsibilities at Pedagogical training and initiatives for faculty members. Sona college of Technology
29.06.2017 & 30.06.2017 Keynote Session on “The Evolution of Big Data and Leveraging Advanced Analytics for Actionable insights in Breast Cancer” WCASET 2017 an International Conference at Singapore
30.01.2016 Keynote Session on “The Merge of IoT and Analytics  and their Influences in Society” International Conference on Trending Researches in Engineering, Science & Technology-2017, Salem.
27.01.2017 Chairing a Session (IoT and its Applications) in ThiagFest-2K17 Thiagarajar Polytechnic College, Salem
30.09.2016 Invited Talk - Emerging (IT)Trends & Technologies in 2016 and Beyond International Conference on Trending Researches in Engineering, Science & Technology-2016 (INC-TEST'16), Hotel AMRs Evergreen, Salem.
12.08.2016 Academic Auditor Periyar Maniammai University, Tanjore
16.12. 2015  Data Science Using R/Rattle/R-Studio in a TEQIP – II Sponsored
One Week Faculty Development Programme on Internet of Things and Its Applications
Department of Computer Science and Engineering GCE, Salem
07-12-2015 Open Protocols for an Open Interoperable Internet of Things and
Communication and Networking Technologies for IoT in a TEQIP – II Sponsored
One Week Faculty Development Programme on Internet of Things and Its Applications
29.08.2015 Free E-Learning Resources for Effective English Language Teaching, in a Faculty Skill Development Program on Exploring the Role of Language Lab in Training the Students in Language Skills IEEE MADRAS SECTION IEEE Student Branch &
Department of
Humanities and Languages
Sona College of Technology
11.04.2015 Chaired a session in an international Conference International Conference TITCON’15 at AVS Engineering College, Salem
27.03.2015 The Evolution of Big Data as Research and Scientific Topic and Leveraging Advanced Analytics for Actionable insights Delivered a Keynote session in an international Conference icbdcc15 at St. peters University, Chennai
23.02.2015 Harnessing the Power of Big Data to Accelerate Business Value Two days National Level Workshop @ Sons College of Technology, Salem
24.02.2015 Analytics with “R” – A hands-on session
19.02.2015 Developing questions that stimulate critical thinking One week Pedagogy Programme @Sona college of Technology
15.12.2014 Delivered Sessions on
1. Microarray Data - Computational Perspectives and Challenges
2. Microarray Data Analysis using Open Source Software Tools
DBT Sponsored One Week National Workshop on “ Data Mining in Bioinformatics Quality initiatives,  Quality Improvement Cell, Sona College of Technology,
25.01.2014 Handled a session on “MOOC – Technology based Education”. Workshop on Quality initiatives,  Quality Improvement Cell, Sona College of Technology,
31.12.2013 and
04.01.2014
Resource person for the NBA Workshop organized for EEE, FT and Mechanical department faculty members Sona College of Technology, Salem.
06.12.2013 Delivered a talk on System Calls in Operating Systems Faculty Development Training Programme, Sponsored by AU, Chennai. Department of CSE, Sona College of Technology, Salem.
29.10.2013 Delivered TEQIP II sponsored one week faculty Development programme on “Bio-Inspired Optimization Techniques”
Topic1: Applications of Bioinspired Optimization Methods
Topic 2: Cancer Gene Expression Data Analysis using Hybrid Firefly Algorithm
Department of CSE,
Govt. College of Engineering, Salem.
12.09.2013 Delivered a guest lecture to the  Association Inauguration about the opportunities for Computer Science students Vivekanandha College of Engineering, Tiruchengode.
07.05.2013 Delivered an inaugural address in a UGC sponsored Seminar on Latest Trends in On-line education organized for M.Ed students Sri Sarada College of Education, Salem
19.02.2013 Delivered a guest lecture on “Algorithm Analysis” to CSE department students DGCT, Salem
25.01.2013 “Sentiment Analysis - At the crossroads of Information Retrieval National Level Seminar at Kongu Engineering College, Perundurai
19.10.2012 Gene Expression Data Analysis using Clustering and Classification ICMR Sponsored National Level Seminar at Bannriamman Inst. of Technology, Sathyamangalam.
24.09.2012 A New Paradigm on Algorithm Design Techniques M. Kumarasamy College of Engineering, Karur.
23.08.2012 Keynote speaker for an association inauguration Muthyammal Engineerig College, Rasipuram.
21.07.2012 Influence of Computational Intelligence and Data mining techniques in Cancer Classification DBT Sponsored National Level Technical Seminar at Bannri Amman Inst. of Technology, Sathyamangalam.
22.06.2012 Research challenges, Trends and tolls for Web intelligence – Delivered a talk in an AICTE sponsored Staff Development Programme KSR College of Engg., Tiruchengode.
05.03.2012 Keynote speaker in a National Level Technical Symposium CMS College of Engineering, Namakkal.
16-18, Dec 2011 Session chair, International conference ADCONS 2011 and a reviewer NITK, Surathkal, Karnataka.
Sep’ 2011 Research issues and latest trends in Clustering Analysis for Data mining Sri Krishna College of Engg. and Tech, Coimbatore
29.08.2011 Delivered the inaugural address in the Technical symposium Sri Ramanathan Engineering College, Tirupur.
31.07.2011 Invited speaker for a National Level Workshop on Data Mining Techniques and delivered a talk titled “R: A Statistical Computing Environment”. Kongu Engineering College, Perundurai.
June 2011 Invited speaker for an International Conference and Exhibition on “Proteomics and Bioinformatics”, Operated by: Editors- Journal of Proteomics & Bioinformatics, Journal of Pharmacogenomics & Pharmacoproteomics, Hosting organization: OMICS Publishing Group, Sunnyvale, CA 94086, USA.
29.04.2011 Invited speaker for a DRDO sponsored Seminar on Current Trends in Data Mining and Web Mining Applications and delivered a talk titled “Research Problems in Data Mining”. Angel College of Engineering and Technology, Tirupur.
Dec 2010 Reviewer and Session chair for an International Conference on Communications and Computational Intelligence INCOCCI 2010. Kongu Engineering College, Perundurai.
Sep’ 2010 Invited speaker, Department of Information Technology sponsored seminar on Domain Driven Data Mining at School of Computer Applications Sona College of Technology.
February 2010 Session chair, National conference, ECE Dept. Govt. College of Engg., Salem.
January 2009 Session chair, National conference Code Clave 2009 Govt. College of Engg., Salem.
Training Programmes /Workshops/ Seminars Attended
Credentials:
Awards and Recognitions:

(*As the Marquis Who's Who editors begin assembling the 2010 Edition of this historic publication, the original Who's Who in the World continues to be recognized internationally as the premier biographical data source of notable living individuals from every significant field of endeavor. Marquis who is who (USA) has selected the profile for inclusion in the "who is who in Science and Engineering" 129th Edition 2009-2010.)

Significant Achievements :
  1. Data Analytics and Solutions Lab (Catalyzed & Supported by SEED Division, DST, New Delhi) and Sona College of Technology, Salem, Tamilnadu, India – Set up and analyzing experimental case studies related to Breast Cancer Datasets in real-time.
  2. Apple Lab for undergraduate students to develop ios app development projects, supported by Sona College of Technology, Salem, Tamilnadu, India. Collaborated internationally and developing app for English Learning Children through Artificial Intelligence and Machine Learning.