Educational Qualification

B. E Computer Science SACS MAVMM Engg college 2010
M.E Computer Science Raja College of Engineering and Technology 2012
Ph.D Information and Communication Anna University


14-07-2014 to Till date - Assistant Professor Thiagarajar College of Engineering


  1. 'A Review on Time Series Motif discovery techniques an Application to ECG Signal classification', International Journal of Artificial Intelligence and Machine Learning, Vol. 9, No. 2, 2019, IGI Publisher, Scopus Indexed. Authors: E. Ramanujam, S. Padmavathi.
  2. 'Genetic time series motif discovery for time series classification', International Journal of Biomedical Engineering and Technology, vol. 31, No. 1, 2019, Inderscience, WoS Indexed. Authors : E. Ramanujam, S. Padmavathi
  3. 'A Comprehensive Review on Time Series Motif Discovery using Evolutionary Techniques', International Journal of Advanced Intelligence Paradigms, Inderscience (InPress), Scopus Indexed. Authors : E. Ramanujam, S. Padmavathi
  4. 'Multi-objective genetic motif discovery technique for time series classification', International Journal of Business Intelligence and Data Mining, 11(4), 318-337. Scopus Indexed. Authors : E. Ramanujam, S. Padmavathi
  5. 'Rule based Medical Content Classification for Secure Remote Health Monitoring', International Journal of Computer Applications 165(4):21-26, May 2017Authors : J Balachander, E Ramanujam.
  6. 'Scalable Frequent Pattern Mining of Biological Sequences', Data Mining and Knowledge Engineering 7 (2), 63-68, 2015 Author : E. Ramanujam


  1. E. Ramanujam, S. Padmavathi, G. Dharshani, M.R.R. Madhumitta, “Evaluation of Feature Extraction and Recognition for Human Activity using Smartphone based Accelerometer data”,11th International conference on Advanced Computing (ICoAC 2019), Anna University, MIT Campuses, 18-20, December, 2019 [IEEE- xplore].
  2. E. Ramanujam, et al “Improved Feature based Sentiment Analysis for Online customer reviews”, International Conference on Innovative Data Communication Technologies and Application (ICIDCA 2019), October 17-18, 2019 [ Springer - Lecture Notes on Data Engineering and Communication Technologies]
  3. E. Ramanujam, T. Chandrakumar, K. Nandhana, N.T. Laxmi, “Prediction of Fetal Distress using Linear and Non-Linear Features of CTG Signals”, 3rd International Conference on Computational Vision and Bio Inspired Computing (ICCVBIC 2019), September 25-26, 2019 [Springer - Advances in Intelligent Systems and Computing series]
  4. E. Ramanujam, S. Pudumalar, "Crop Recommendation system for precision Agriculture", 8th International conference of Advanced Computing, ICAOC 2016, Dec 14-16, 2016
  5. E. Ramanujam, J. Balachander, "Ontology based Clinical Decision Support System for Secure Remote Health Monitoring", 2016 International Conference on Engineering and Technology (ICET), December 16-17
  6. S. Padmavathi, E. Ramanujam, "Naive Bayes Classifier for ECG Abnormalities using Multivariate Maximal Time Series Motif", ICGHIA 2014, 17 Dec 2014.
  7. E. Ramanujam,"Auto Adjustive Sliding window for Mining Frequent Itemsets over Data Streams", TITCON'14
  8. E. Ramanujam, "Maximal Weighted Frequet Pattern Mining using Self Adjustable Candidacy Reduction", TITCON'14
  9. E.Ramanujam, S.Padmavathi, "Constraint Frequent Motif Detection in Sequence Datasets",Fourth International Conference on Advanced Computing(ICOAC'12),Anna University, Chennai.
  10. E. Ramanujam, "CBMM Technique for the Discovery of Patterns in Large Datasets", ETCET’12, March 23, 2012.
  11. S. Padmavathi, E. Ramanujam, "Double Constrained Genetic Algorithm for ECG Signal Classification", ICETETS , 27 Feb 2016


  1. "The Dark Web - Hidden Access to Internet Today", Encyclopedia of Criminal Activities and the Deep Web, IGI Global Publisher, 129-139, ISBN13: 9781522597155|ISBN10: 1522597158, DOI: 10.4018/978-1-5225-9715-5. Author : E. Ramanujam
  2. E. Ramanujam, "The Dark Web - Hidden Access to Internet Today", Encyclopedia of Criminal Activities and the Deep Web, IGI Global Publisher, (In Press)
  3. E. Ramanujam & S. Padmavathi, "A Vision-Based Posture Monitoring System for the Elderly Using Intelligent Fall Detection Technique". In Guide to Ambient Intelligence in the IoT Environment (pp. 249-269). Springer, Cham, 2019
  4. E. Ramanujam, M.Manikandakumar, "Security and Privacy Challenges in Big Data Environment", Handbook of Research on Network Forensics and Analysis Techniques, IGI Global, 315-325, ISBN13: 9781522541004, DOI: 10.4018/978-1-5225-4100-4, Copyright: © 2018
  5. E. Ramanujam, M. Prianga, "Side Channel Attacks in Cloud Computing", Cognitive Social Mining Applications in Data Analytics and Forensics, IGI Global, 77-98, ISBN13: 9781522575221, DOI: 10.4018/978-1-5225-7522-1, Copyright: © 2019.

Industry Interactions

National Instruments IoT, Analytics 21-03-2017 to 23-03-2017 Industry Internship

Seminar, Conference, Workshop Attended

  1. TEQIP-III Sponsored Two day Online Virtual FDP on “Design, Develop and Deliver online courses through MOODLE platform” organized by Department of Technical Education State Project Implementation Unit - Tamil Nadu & Coimbatore Institute of Technology, Coimbatore - 14, 23-04-2020 to 24-04-2020
  2. AICTE - QIP Sponsored One week short term course on "Research Issues and challenges in Data Science and Big Data Analytics" organized by Department of Information Technology, Thiagarajar College of Engineering, Madurai , 18-03-2019 to 24-03-2019
  3. MHRD Sponsored "One day Workshop on Moodle Learning Management System" organized by IIT Bombay through Thiagarajar College of Engineering resource center, , 15-03-2019 to 15-03-2019
  4. Participated in ACM sponsored Distinguished Speaker Programme on "Privacy and Security in Online Social Media", by Prof. Ponnurangam Kumaraguru, IIIT Delhi, organized by Department of Information Technology,TCE, Madurai, 27-07-2018 to 27-07-2018
  5. TEQIP Sponsored One day Workshop on "Myths and Realities of R&D and IPR at EEIs: Issues, Challenges & Opportunities, TCE, Madurai , 13-07-2018 to 13-07-2018
  6. One day workshop on "Mentoring Skills", Conducted by: TCE Counseling cell, Venue: Thiagarajar college of Engineering, Madurai, 24-03-2018 to 24-03-2018
  7. AICTE- QIP sponsored Two Weeks STC on "Deep Learning with Applications in Language, Vision and Control", organized by Department of Computer Science and Engineering, Thiagarajar College of Engineering, Madurai., 04-12-2017 to 17-12-2017
  8. Seven days AICTE-QIP STTP on "Biomedical Data Analytics", Conducted by School of Medical Science & Technology, IIT Kharagpur,, 11-09-2017 to 17-09-2017
  9. One day programme on 'Basic Fire Safety' joinlty organized by Thiagarajar College of Engineering and Usha Fire Safety Equipements Pvt. Ltd.,, 01-03-2017 to 01-03-2017
  10. TEQIP sponsored Two days workshop on Training and Induction Program, organized Centre for Engineering Education, Thiagarajar College of Engineering, Madurai, February 15-16, 2017., 15-02-2017 to 16-02-2017
  11. TEQIP sponsored Three days Hands-on Workshop on Artificial Intelligence, Organized by Department of Computer Science and Engineering, Thiagarajar College of Engineering, Madurai, January 23-25, 2017, 23-01-2017 to 25-01-2017
  12. NDRF Course on "Disaster Management" organized by Ministry of Home Affairs, 4 Bn NDRF Arakkonam, December 27-29, 2016., 27-12-2016 to 29-12-2016
  13. TEQIP sponsored workshop on "Evolutionary and Optimization Algorithms and Applications" organized by Electrical and Electronics Engineering department, Thiagarajar College of Engineering, Madurai, 04-03-2016 to 05-03-2016
  14. One day ACM Eminent Speaker Programme on IT Operational Analytics, Department of Information Technology, Thiagarajar College of Engineering, 28-11-2015 to 28-11-2015
  15. Motorola Sponsored Two days Workshop on "Enterprise Mobile Technology", organized by Department of Information Technology, Thiagarajar College of Engineering, Madurai,24-07-2015 to 25-07-2015 , 24-07-2015 to 25-07-2015
  16. TEQIP Sponsored IEEE Faculty development programme on "Machine learning and IoT", Thiagarajar College of Engineering, Madurai, 08-05-2015 to 09-05-2015
  17. FDP on Data Mining and Data Analytics, DOMS- NIT Trichy. , 24-11-2014 to 28-11-2014
  18. Three Days TEQIP II sponsored workshop on "Mathematical Essentials for Cryptology Research", IT, TCE, Madurai., 16-10-2014 to 18-10-2014
  19. One Day National Seminar on "Discrete Mathematics and its Applications", TCE, Madurai., 15-10-2014 to 15-10-2014
  20. 2nd National conference on Sustainable Industry Institute Partnership SIIP-2014, IIT-Madras, 25-08-2014 to 26-08-2014
  21. Soft Computing using Sci-Lab through ICT, NITTTR, Chandigarh, 21-07-2014 to 25-10-2014
  22. FDP- Compiler Design, A.C. Tech, Karaikudi organized by FDTP, Anna University, Chennai, 23-12-2013 to 30-12-2013
  23. CSIR Sponsored Seminar “Empowering Faculty as Leaders”, Anna University Regional Centre,Madurai, 30-07-2013 to 31-07-2013
  24. Alan Turing Centenary Year Celebrations -2 day Seminar on Software Technology and Theoretical Computer Science, Thiagarajar College of Engineering,Madurai., , 08-02-2013 to 09-02-2013

Seminar, Conference, Workshop Organised

  1. IIT Bombay sponsored One day Workshop on "C and C " under NMEICT through TCE Remote Center, 29-02-2020 to 29-02-2020
  2. TCE - IT ACM Student Chapter sponsored "One-Day Inter College Contest on 'Smart Tool usage to solve Engineering Problems', 24-09-2018 to 24-09-2018
  3. MHRD Sponsored One Day Workshop on "National Programme on Technology Enhanced Learning" jointly with IIT Madras , 02-01-2018 to 02-01-2018
  4. TEQIP - II Sponsored Two Days Hands-On Workshop on "Exploratory and Statistical Analysis using R", 06-11-2015 to 07-11-2015

Lectures Delivered

Learning through MOOCs Advanced Knowledge resources and IPR in research at TCE 27-03-2019 to 27-03-2019
BIG DATA MANAGEMENT AND ANALYSIS USING R AICTE - QIP Sponsored Two Weeks Short term Course on “Research Perspectives in Data Management Schemes in Engineering Applications”, Venue: Alagappa Chettiar Government College of Engineering Technology, Karaikudi 13-12-2018 to 13-12-2018
Introduction to Data Science using Python Velammal College of Engineering, Madurai 06-09-2018 to 06-09-2018
Tunning the HyperParameters of Convolution Neural Network using Keras in R - Recent trends in Deep Learning Workshop Thiagarajar College of Engineering 31-08-2018 to 31-08-2018
Machine Learning Algorithms using MATLAB and R (One Week Workshop on Computer Vision and Applications) Alagappa Chettiar College of Engineering and Technology, Karaikudi 16-03-2018 to 16-03-2018
Two Days National Level Hands-On Workshop on Predictive Analytics for Real Time Sensor Data Velammal College of Engineering and Technology, Madurai 23-02-2018 to 24-02-2018
Smart Compiler Tools (Lex, Yacc) K.L.N College of Information Technology 06-01-2018 to 06-01-2018
Classification Algorithms (C5.0) using R TCE 06-11-2015 to 07-11-2015
Programming in C Kalasalingam University 22-09-2011 to 22-09-2011


IAENG (International Association of Engineers) 186971
ISOC (Internet Society) 644137
ISTE (Indian Society for Technical Education) LM93654

Other Achievements

  1. Reviewer of "IET - Signal Processing"
  2. Reviewer of "Journal of Ambient Intelligence and Humanized Computing - Springer"
  3. Completed Online Course "Python Programming" from University of Michigan with a Grade of 100% through Coursera
  4. Completed NPTEL 8 weeks Online Course -"Introduction to Machine Learning" with Elite from IIT Kharagpur, November 2018
  5. Active NPTEL SPOC - IIT Madras (July-Oct, 2017)(Jan- April 2018)(A Grade in Jul-Oct 2018)
  6. Active NPTEL SPOC - IIT Madras (July-Oct, 2017)(Jan- April 2018)(A Grade in Jul-Oct 2018)
  7. Best Weapon Trainer - NCC OTA Kamptee (October 2016)
  8. Best Weapon Trainer - NCC OTA Kamptee (October 2016)
  9. Reviewer of Proceedings of the National Academy of Sciences, India Section A: Physical Sciences
  10. Reviewer of Computers in Biology and Medicine
  11. Completed Online Course "Data Mining with Weka" from university of Waikato
  12. Reviewer of Computers in Biology and Medicine
  13. Technical Program Committee member and Reviewer - ICACIE 2017
  14. University Rank Holder in M.E Degree, ANNA UNIVERSITY, Chennai