Mrs. A. Jenita Mary

• Leveraging Gradient based Optimization based Unequal Clustering Algorithm for Hotspot Problem in Wireless Sensor Networks,Arockiam J.M.;Panhalkar A.R.;Bhosale R.S.;Kavitha S.;Reddy D.N.;Kodali S,Indonesian Journal of Electrical Engineering and Informatics, Volume 13, Year 2025, Pages 156-168,DOI:10.52549/ijeei.v13i1.5851
• Jenita Mary & S.P Angelin Claret, “Design and development of big data-based model for detecting fraud in healthcare insurance industry. Soft Comput”, 27, pp.8357–8369, 2023.
• Jenita Mary & S.P Angelin Claret, “MapReduce-iterative support vector machine classifier: novel fraud detection systems in healthcare insurance industry”,International Journal of Electrical and Computer Engineering (IJECE), 13(1), pp. 756-769,2023.
• Jenita Mary, S.P Angelin Claret, “Analytical study on fraud detection in healthcare insurance claim data using machine learning classifiers”, AIP Conference proceedings, 2022.
• Jenita Mary & S.P Angelin Claret, “Imbalanced Classification Problems: Systematic Study and Challenges in Healthcare Insurance Fraud Detection”, 5th International Conference on Trends in Electronics and Informatics (ICOEI), 2021.
• Jenita Mary & S.P Angelin Claret, “Empirical review on fraudulence detection in health care insurance industries using machine learning techniques”, Journal of Advanced Research in Dynamical and Control Systems, 12(7), pp. 590–603, 2020.
• S. P. Angelin Claret, A. Jenita Mary, A. Subashini, S. Arun Sahayadhas, "Intelligent Wireless Water Monitoring and Management System “, International Journal of Recent Technology and Engineering (IJRTE), Volume-8 Issue-3, September 2019.
• A.Subashini & A. Jenita Mary "Big Data Analytics: Applications, Challenges and Security Issues", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN: 2349-5162, Vol.6, Issue 6, page no.93-96, June 2019.
• A.Jenita Mary & K.Jayavani "Dimension Reduction Based on Ant Colony Optimiation with Efficient-KNN for Predicting Optimal Solution", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN: 2349-5162, Vol.6, Issue 6, page no. pp26-31, June 2019.
• A.Jenita Mary & K. Jayavani,"Diagonising Hepatitis Disease Efficiently Using Case Based Swarm Intelligence Technique”, International Journal of Advance Engineering and Research Development (IJAERD), Volume 6, Issue 07, 2019.
• A.Jenita Mary & A. Subashini,"INCORPORATING BIOMETRIC AUTHENTICATION MECHANISM IN THE VOTING SYSTEM", International Journal of Advanced Research in Computer Science. 9. 653-655, 2018, DOI: 10.26483/ijarcs.v9i1.5394.
• Subashini & A. Jenita Mary, “Connect and Access”: An Utility of Location Based Services to Notify Physical Object Location in Connection with Easily Searches,Journal of Emerging Technologies and Innovative Research, Vol.5. Issue 2, page no.1118-1121, February-2018.
• A.Jenita Mary, P.Muthulakshmi & A.Subashini,"Emphazing Marriage Identity Status of Citizens in India Sub-Continent”, International Journal of Advance Engineering and Research Development, Vol-5, Issue-(2), pp: 494-498, 2018.
• A.Jenita Mary & A. Subashini, “Group Key Management for Multicast Structures to Improve Secured Data Access”, International Journal of Advanced Research in Computer Science, Vol. 9 Issue 1, p650-652, Jan/Feb2018.
• A.Jenita Mary & A. Subashini, “An Automated System for the Farmers to Monitor the Availability of Electricity through Smart Technologies”, I J C T A, 9(37), pp. 307-311.2016.
• A.Jenita Mary, A. Subashini & Ignatius Stanis Santosh.G,"Incorporating the Services of Mobile Technology to Meet the Demand of Medical Emergencies –Smart Blood Donors Management and Mapping System”, International Journal of Applied Engineering Research, ISSN 0973-4562 Vol. 10 No.82, 2015.

Conference Presentation/ Publication

• The paper “The Role of Edge Computing in Chronic Disease Management:A Data –Driven Approach” was presented at the 2nd International Conference on Cybernetic Nexus (ICCN – 2026), organized by the PG Department of Computer Science, Dwaraka Doss Goverdhan Doss Vaishnav College (Autonomous), affiliated to the University of Madras, Chennai, in February 2026. The paper appears in the conference proceedings (ISBN: 978-81-994049-5-3).
• “Performance Evaluation of Deep Learning Models for MRI Image Enhancement and Tumor Classification” was presented at the 6th International Conference on IoT Based Control Networks and Intelligent Systems (ICICNIS 2025), organized by T. John Institute of Technology in association with IEEE, held from 15–17 December 2025 at Bengaluru, India.
• “Hybrid CNN Framework for MRI Brain Image Reconstruction and Analysis” was presented at the 5th International Conference on Evolutionary Computing and Mobile Sustainable Networks (ICECMSN 2025), organized by the Department of Information Technology at Hindusthan Institute of Technology, held on 24–26 November 2025 at Coimbatore, India.
• “Evaluation of Deep Learning Architectures for Image Reconstruction and Classification using Hybrid and Lightweight CNN Models” was presented at the 5th International Conference on Evolutionary Computing and Mobile Sustainable Networks (ICECMSN 2025), organized by the Department of Information Technology at Hindusthan Institute of Technology, held on 24–26 November 2025 at Coimbatore, India.
• Presented a paper titled “Towards a Greener Future: Sustainable and smart technologies for Resilient Societies” at the International Conference on Legacy – Driven Research in Mathematics and Data Science (LegacyCon 2025) organized by the Departments of Mathematics and Computer Science with Data Science at Patrician College of Arts and Science, affiliated to University of Madras, held on 9 September 2025.
• Anomaly Detection in Industrial Quality Control with Computer Vision and Deep LearningMary A.J.;Umesh V.;Khairnar P.N.;Sahana R.;Sangeethaa S.N.;Shanthi H.J.,International Conference on Distributed Systems Computer Networks and Cybersecurity Icdscnc 2024, Year 2024, DOI:10.1109/ICDSCNC62492.2024.10939633
• Analytical Study on Fraud Detection in Healthcare Insurance Claim Data Using Machine Learning Classifiers,Jenita Mary A.;Angelin Claret S.P.,Aip Conference Proceedings, Volume 2516, Year 2022, DOI:10.1063/5.0108547
• Imbalanced Classification Problems: Systematic Study and Challenges in Healthcare Insurance Fraud Detection, Mary A.J.;Claret S.P.A.,Proceedings of the 5th International Conference on Trends in Electronics and Informatics Icoei 2021, Year 2021, Pages 1049-1055,DOI:10.1109/ICOEI51242.2021.9452828
• Presented a paper titled “Analytical Study on Fraud Detection in Healthcare Insurance Claim Data Using Machine Learning Classifiers” in the International Conference on Mathematical Techniques and Applications organized by Department of Mathematics held on 24 th to 26 th March 2021 at SRMIST, Kattankulathur.
• Presented a paper titled “Imbalanced Classification Problems: Systematic Study and Challenges in Healthcare Insurance Fraud” in the International Conference on Mathematical Techniques and Applications organized by Department of Mathematics held on 24 th to 26 th March 2021 at SRMIST, Kattankulathur.
• Poster Presentation organized by Dr. Paarivendhar Research Colloquium -2019 based on Title: “Leveraging Machine Learning Methods for Detection of Fraudulence in Health Insurance”, 23rd Sep to 25th Sep -2019, SRMIST.
• Paper Presented” Machine Learning Methods for detection of fraudulence in health insurance” in Two days National Workshop on “WINNING THE GLOBAL BUSINESS WAR THROUGH ARTIFICIAL INTELLIGENCE” organized by Department of Computer Science, Sacred Heart Institute of Management Studies (SHIMS) Sacred Heart College, Tirupattur,26 Nov 2019.

Workshops / Seminars / FDPs / STTP (Conducted/ Attended)

• Pathways to Publications: Tools and Techniques for Indexed Journals Organized by MCC Date: 09/02/2026 to 14/02/2026
• Presented a paper entitled “A Comprehensive Review Of Machine Learning Techniques For Detecting Health Insurance Fraud” Published(ISBN:978-93-61260-41-4) At 3rdinternational Conference on Enchanced Techniques In Real-Time Applications(ICETRA’24).
• Presented a paper entitled “Abuse Detection in Healthcare using Machine Learning in Artificial Intelligence”,Published(ISBN:978-81-986118-7-1) at INTERNATIONAL CONFERENCE ON Recent Trends in Computational Technologies and Sustainable Development Goals(ICRTCTS-2025)
• AICTE Recognized Faculty Development Programme on“Artificial Intelligence and Optimisation Techniques using MATLAB”
• AICTE Recognized Faculty Development Programme on“Outcome based Education and Accreditation Process”
• AICTE Recognized Faculty Development Programme on “Cyber Security Awareness for Handling Social Media Vulnerabilities”
• Participated a Hands on Workshop on” IOT Intelligent Automation with ESP8266”
• Participated in the Five-Days Workshop “Deep Learning in Medical Imaging: Preprocessing, Segmentation and Optimization”
• Participated in the AICTE Recognized Faculty Development Programme on "Recent Trends in Embedded Systems and IOTs" Conducted by Electronics and Communication Engineering Department from 18/09/2023 to 22/09/2023 at Sathyabama Institute of Science and Technology, Chennai.
• Completed the Faculty Development Program on “Machine Learning with Python from 7 March 2022 to 11 March 2022” at E&ICT Academy, IIT Kanpur.
• Participated 6 Days online FDP on “Machine Learning & Optimization Techniques using MatLab” from 23.05.2022 to 28.05.2022, at SRM Institute of Science and Technology, Vadapalani, Chennai.
• Participated in the 5 Days workshop on “Machine Learning with Python-a Practical Introduction” organized by the Department of Computer Science and Engineering in association with IET from 8 th to 12 th February 2021 at SRM Institute of Science and Technology, Chennai.
• Participated in the Webinar on “The emerging Trends and Applications in Blockchain Technology” Organized by the department of Computer Science and Computer Applications on 12-April-2021 at SRMIST, Kattankulathur, Chennai.
• Participated in Webinar “DELVING PATENT FILING ASPECTS” organized by the Department of Computer Science and Department of Computer Applications, College of Science and Humanities, SRMIST, Kattankulathur held on August 18-08-2021.
• Participated Two days National Workshop on “Programming with Python” organized by Department of Computer Science, Madurai Sivakasi Nadars Pioneer Meenakshi Women’s College, 31 st Jan 2020 to 01 st Feb 2020.
• Webinar attended organized by Department of Computer Science, Patrician College of Arts and Science, Chennai, Title: “Online FDP on Examinations In wake of COVID-19”,08 th May 2020.
• Webinar attended organized by Department of Computer Science, Sri Eshwar College of Engineering, Coimbatore, Title: “Effective Conduct of Online Classes”, 08 th May 2020.
• Webinar attended organized by Department of Computer Science, Sri Eshwar College of Engineering, Coimbatore, Title: “Demystify The CLOUD”, 17 th May 2020.
• Webinar attended organized by Department of Computer Science, Sri Eshwar College of Engineering, Coimbatore, Title: “Block Chain Basics”, 18 th May 2020.
• Webinar attended organized by Department of Computer Science, Sri Eshwar College of Engineering, Coimbatore, Title: “Expanding Scope of Robotics”, 21 st May 2020.
• Webinar attended organized by Department of Computer Science, Sri Meenakshi Vidiyal Arts and Science College, Trichy, Title: “Research Methodology and Cloud Computing”, 29 th May 2020.
• Webinar attended organized by Department of Computer Science, Sri Eshwar College of Engineering, Coimbatore, Title: “Agile Methodology”, 03 rd June 2020.
• Webinar attended organized by Department of Computer Science, Francis Xavier Engineering College, Tirunelveli, Title: “Data Visualization towards Data Science”, 24 th June 2020.
• Webinar attended organized by Department of Computer Science, Madanapalle Institute of Technology & Science, Madanapalle, Andhra Pradesh, Title: “Machine Learning & it's Applications Using Python”,17 th July2020 to 21 st July 2020.
• National Conference attended organized by Department of Computer Science, KristuJayanti College, Bengaluru, Karnataka, Title: “Computational Intelligence -Machine Learning with BioInformatics”,06 th Dec to 07 th Dec 2019.

Online Courses Completed

• NPTEL Courses Completed:
• Introduction To Machine Learning
• Cyber Security and Privacy
• Making Learning Engaging through Interactive Games
• Introduction To Internet Of Things
• Fundamental Algorithms: Design And Analysis
• Software Testing
• Cloud Computing
• Life Member in Indian Society for Technical Education(ISTE)