Department of CAIT
Dr. J.I.Christy Eunaicy
Assistant Professor
Date of Joining:
2020-09-01
2020-09-01
Educational Background
- Ph.D(Computer Science) , Bharathiar University, Coimbatore - 2022
- M.Phil(Computer Science) Madurai Kamaraj University - 2012
- MCA Fatima College, Madurai Kamaraj Univesity - 1998
Professional Experience
Eighteen+ years of Teaching Experience as ASSISTANT PROFESSOR in Computer Science at UG and PG Level.
- Asst.Professor, Dept of Computer Application and Information Technology, Thiagrarajar College, Madurai from 2020 to Till Date.
- Asst Professor and Head , Department of Information Technology,, Madurai Sivakasi Nadars Pioneer Meenakshi Women’s college,Poovanthi, Sivagangai Disrict from June 2012 to April 2017.
- Asst Professor, Department of Computer Science, Madurai Sivakasi Nadars Pioneer Meenakshi Women’s college,Poovanthi, Sivagangai Disrict from June 2010 to May 2012.
- Lecturer, Department of Computer Science, Madurai Sivakasi Nadars Pioneer Meenakshi Women’s college,Poovanthi, Sivagangai Disrict from August 2006 to April 2007.
- Lecturer, Department of Computer Science, All Nations University College, Koforidua, West Africa from from January 2006 to July 2006.
- Lecturer, Department of Computer Science, Regent University College of Science and Technology, Ghana, West Africa from November 2004 to November 2005.
- Lecturer, Department of ComputerScience, Global Institute of Management Science, Kingdom of Bahrain, Middle East from July 2002 to December 2002.
Lecturer, Department of MCA, Arul Anandar College, Karumathur, Madurai District from June 2000 to April 2002.
Awards & Recognitions
Reviewer:
- Elsevier (Systems and Soft Computing)
- Indian Journal of Science and Technology
- IJCNC (International Journal of Computer Networks and Communications)
- IRJMS(International Research Journal of Multidisciplinary Scope)
Resource Person:
- Delivered a Guest Lecture for woman empowerment on “BREAKING THE BARRIERS” organized by Madurai Sivakasi Nadars Pioneer Meenakshi Women’s college, Poovanthi, 07th August 2014.
- Delivered a Guest Lecture on “HUMAN AREA NETWORKING” organized by PG Dept of Information Technology, Fatima College, Madurai, 22nd November 2014.
- Delivered a Guest Lecture on “PREFETCHING AND PREPROCESSING IN WEB MINING” organized by PG Dept of Information Technology, Fatima College, Madurai, 30th June 2016.
Position held in ACADEMIC BODIES
- Member of the Board of Examiners in M.Sc IT., Alagappa University from 2010 - 2017.
- Member of the Board of Examiners in BCA, The American College, Madurai, from 2011 – 2017.
- Member of the Board of Examiners in MCA and BCA , The American College, Madurai from 2025 to Till Date.
Research Award
Received award from the Management of Thiagarajar College for research paper publications in the year 2023 and 2025.
Research Publications
Research(Journals)
- J.I Christy Eunaicy, S. Suguna, ‘AN ANALYSIS OF RECENT REVIEWS PERTAINING TO WEB MINING AND ITS APPLICATION DOMAINS’ International Journal of Computer Trends and Technology (IJCTT), https://doi.org/10.14445/22312803/ IJCTT-V34P107 V34(1): pp. 40-45, April 2016, ISSN:2231 – 2803, www.ijcttjournal.org , Published by Seventh Sense Research Group.
- J.I Christy Eunaicy, S. Suguna, “Big Data Analysis in E-Commerce System Using Hadoop Map Reduce” published in the IEEE explorer, pp. 1-6(2017), https://doi.org/10.1109/inventive.2016.7824798 , January 2017.
- J.I Christy Eunaicy, S. Suguna, PERSONALIZATION AND RECOMMENDATION ISSUES: A STUDY” published in the International Journal of Research and Reviews (IJRAR), https://ijrar.com/uploads/conference/ijrar_17.pdf, UGC Approved Research Journal (43602),International Journal ISSN: 2349 – 5138 E-ISSN: 2348 – 1269 Cosmos Impact Factor 4.236, vol 1 pp(113-119), July 2018.
- J.I Christy Eunaicy, S. Suguna, “Personalization of The User Behaviour Patterns Based On The Web Content Mining” published in the International Journal of Research (IJR), UGC Approved Research Journal (63072), International Journal ISSN: 2236-6124, Impact Factor 5.7, Vol VIII, Issue VI pp(1029-1043), June 2019. DOI: 16.10089/IJR.
- J.I Christy Eunaicy, S. Suguna, “User Classification And Optimized Recommendation System Based on User Profile Generation Using Web Usage Mining” published in the Journal of Advanced Research in Dynamical and Control Systems (JARDCS), Scopus Indexed SNo:18675, UGC approved Journal No: 26301 Q4 SJR 2018 0.11, H Index 8, ISSN: 1943-023X, Vol 11, 06 – Special Issue pp (351-364), June 2019.
- J.I Christy Eunaicy, S. Suguna, “Adaptive And Optimization of Personalized Information Retrieval Model In Semantic Web” published in International Journal of Recent Technology and Engineering(IJRTE), Elsevier, Scopus and UGC CARE List of indexed journal SL No:206, B Impact Factor 5.92, ISSN:2277-3878(Online), Vol 8, Issue 2s11 pp(808 – 814), September 2019.
- J.I Christy Eunaicy, S. Suguna, “ Semantic-based Adaptive Framework for Personalized and Optimized Information Retrieval” published in Journal of Education: Rabindra Bharati University, UGC - CARE List1 of indexed journal, ISSN:0972-7175(Hard Copy) Vol XXIII, No:12, 2021.
- J.I Christy Eunaicy, S. Suguna, “Web Attack Detection using Deep Learning Models”, published in Elsevier/Materials-Today proceedings, Scopus Indexed Journal, ISSN:1369-7021, Impact factor:31.041, doi:10.1016/j.matpr.2022.03.348, March 2022.
- J.I Christy Eunaicy, V.Sundaravadivelu, S.Suguna, “Personalization and Prediction System based on Learner Assessment Attributes Using CNN in E-learning Environment“, published in in the Springer Lecture Notes in Electrical Engineering Series(Scopus Indexed). September 2022, Pages:343-356.
- J.I Christy Eunaicy, V.Sundaravadivelu, “A SEMWORD based Semantic Secure Content Retrieval System in E-learning”, published in INDIAN JOURNAL OF SCIENCE AND TECHNOLOGY(Scopus Indexed), DOI: 10.17485/IJST/v16i31.833 , August 2023, Volume:16, Issue: 31, Pages: 2447-2457.
- Nalayini C.M, Jeevaa Katiravana, Geetha S, Christy Eunaicy J.I , “ A novel dual optimized IDS to detect DDoS attack in SDN used in hyper tuned RFE and deep grid network”, published in Science Direct (Cyber Security and Applications) https://doi.org/10.1016/j.csa.2024.100042 , February 2024, Vol 2, Pages:1 – 16.
- J.I Christy Eunaicy, C. Jayapratha, H.Salome Hemachitra,” Iot Guardian: A Novel Feature Discovery And Cooperative Game Theory Empowered Feature Selection With Ml Model For IoT Threats & Attack Detection”, published in International Journal of Computer Networks & Communications (IJCNC), March 2024, Vol 16, Pages: 25-42.
- J. I. Christy Eunaicy, ·T. S. Urmila, ·C. Jayapratha ·J. Naveen Ananda Kumar J. Jebaraj ·G. B. GovindaPrabhu, ·R. Mahalakshmi Priya, “Advancing Alzheimer’s disease diagnosis: a hierarchical vision transformer classification framework with hybrid image processing and generative AI augmentation”, published in Iran Journal of Computer Science(Springer) https://doi.org/10.1007/s42044-025-00350-9, ISSN: 25208438, 25208446, October 2025, Vol 8, Pages:2841-2870.
- TS Urmila1, JI Christy Eunaicy, C Jaypratha, Naveen Ananda Kumar J, Govinda Prabhu GB, Mahalakshmi Priya R, “Harnessing AI for Bacteria Identification: Advances in Imaging, Sensors, and Machine Learning – A Comprehensive Review”, published in International Research Journal of Multidisciplinary Scope (IRJMS) Scopus Indexed , ISSN:2582-631X , DOI: 10.47857/irjms.2025.v06i04.06174, October 2025, Vol 6 Issue:4, Pages: 950-977
- R.M Alamelu, JI.Christy Eunaicy, T.S Urmila, C Japapratha, J Naveen Anandha Kumar, G.B Govindha Prabhu, R.Mahalakshmi Priya, " IoT Network Vigilant: A Hybrid Framework for Efficient Prediction of Robust IoT Network Intrusion Detection Using FPA-BiNN, published in Scopus Indexed Journal, Diyala Journal of Engineering Sciences,ISSN:1999 - 8716, DOI: 10.24237/djes.2025.18408, December 2025, Vol 18, Issue 4, Pages: 110-132.
R. Mahalakshmi Priya · J. I. Christy Eunaicy · T. S. Urmila · C. Jayapratha · J. Naveen Ananda Kumar , G. B. Govindaprabhu · M. Sumathi, “AI-powered detection and classification of harmful algal blooms (HABs) using a Volterra Convolutional Neural Network (VCNN) and advanced image processing techniques”,published in Scopus Indexed Journal, Iran Journal of Computer Science (Springer Nature Link) ISSN:2520-8446, 2520-8438, https://doi.org/10.1007/s42044-025-00381-2, January 2026, Vol 9, Issue 20, Pages: 1-39.
Book Chapter
J I CHRISTY EUNAICY, “Emotional Intelligence in AI: Creating Meaningful Student - Teacher Connections” published in the book “The Future Classroom: Integrating AI for Enhanced Human Interaction”, ISBN: 978-81-983802-8-9, https://doi.org/10.5281/zenodo.15084271, CHRISAM Publication, March 2025, Pages:17-27.
Conferences - Research Paper Presentations
- “INFORMATION RETRIEVAL TOWARDS LATENCY REDUCTION AND RELEVANCE MEASURES” in the ‘two-day International Conference on Social Media for Service sector’ at Fatima College, Madurai, 20th and 21st August, 2014.
- “ANALYZING THE PROBLEMS WITH RELATIONSHIP IN CLUSTERING TECHNIQUES” in the ‘International Conference on Application Fabrics’, at Madurai Sivakasi Nadars Pioneer Meenakshi Women’s college, Poovanthi, 23rd December 2015.
- “BIG DATA ANALYSIS IN E-COMMERCE SYSTEM USING HADOOP MAP REDUCE” in the ‘International Conference on Inventive Computatinal Technologies’ at RVS Technical campus, Coimbatore, 26th and 27th August 2016.
- “RESEARCH ISSUES AND CHALLENGES IN WEB USAGE MINING” in the ‘International Conference on Global Talent Management in the Digital Era’ at Fatima College, Madurai, 13 th , September, 2017.
- “PERSONALIZATION AND RECOMMENDATION ISSUES: A STUDY” in the ‘ two-day International Conference on Big Data Analytics and Intelligent Technologies’ at Department of Computer Science, Madurai Kamaraj University, Madurai, 1st and 2nd March, 2018.
- “SEMANTIC-BASED ADAPTIVE FRAMEWORK FOR PERSONALIZED AND OPTIMIZED INFORMATION RETRIEVAL” in International Conference on “Innovations in Computer Networks, Computational Intelligence and IoT”, St. Martin’s Engineering College, Dhulapally, Secunderabad, 25th and 26th June 2021.
- “PERSONALIZATION AND PREDICTION SYSTEM BASED ON LEARNER ASSESSMENT ATTRIBUTES USING CNN IN E-LEARNING ENVIRONMENT” in the International Conference on Advances and Applications of Artificial Intelligence and Machine Learning, Sharda University, Greater Noida, Uttar Pradesh, 29 th and 30 th October, 2021.
- “WEB ATTACK DETECTION USING DEEP LEARNING MODEL”, in the second International Conference on Innovation Technology for sustainable development, Vellore Institute of Technology, Chennai, 27th and 28th January 2022.
Professional Memberships
Member in International Association of Engineers (IAENG) from September 2021 – Till date.