Dr UMAMAHESWARI D
MCA, MPhil, PhD
ASSISTANT PROFESSOR
MCA, MPhil, PhD
ASSISTANT PROFESSOR
Articles in Journals
| Sl.No. | Title | Name of Journal / Vol. No. / Issue No. / Page Nos | ISSN No. | Date Published |
| 1 | LSTM-MGTO: a novel early breast cancer detection using long short term memory based modified gorilla troops optimization algorithm | Network Modeling Analysis in Health Informatics and Bioinformatics / 14 / 1 / - | 2192-6662 | 20-Feb-2025 |
| 2 | Dysgraphia Disorder Detection and Classification Using Deep Learning Technique | SN Computer Science / 6 / 3 / - | 2662-995X | 21-Feb-2025 |
| 3 | Exploration of digital image tampering detection using CNN with modified particle swarm optimization in deep learning | Bulletin of Electrical Engineering and Informatics / 14 / 3 / 1981 - 1989 | 2089-3191 | 09-Mar-2025 |
| 4 | An enhancement of machine learning model performance in disease prediction with synthetic data generation | Scientific Reports (Nature Portfolio) / / / - | 2045-2322 | 29-Sep-2025 |
| 5 | EXPLORATION OF DIGITAL IMAGE TAMPERING USING ENHANCED FEATURE EXTRACTION ALGORITHMS IN MACHINE LEARNING | International Journal on “Technical and Physical Problems of Engineering” / 14 / 51 / 322 - 329 | ISSN 2077-3528 | 29-Jun-2022 |
| 6 | Comparative Analysis Of Various Filtering Techniques In Image Processing | International Journal of Scientific and Technology Research / 8 / 9 / 109 - 114 | 2277-8616 | 12-Sep-2019 |
Books/ Book Chapter/Case Study
| Sl.No. | Title | Author Names(s) | ISBN No. | Month Year |
| 1 | 2025 Third International Conference on Emerging Applications of Material Science and Technology (ICEAMST) | LOVELINE ZEEMA J,UMAMAHESWARI D | / |
Participation in Seminars/Conferences/Symposium
| Sl.No. | Name of the Conference /Seminar /Symposium | Type of Program | Title of the Article | Role | Venue/Place | Date |
| 1 | International Conference on "Artificial Intelligence and Business Analytics in thriving Industry 5.0" | CONFERENCES | Transforming Enterprises: Exploring the Power of AI in Business | PRESENTER) | SRM Institute of Science & Technology, RamapuramChennai | 12/09/2024 |
| 2 | ICSSR sponsored one day seminar | SEMINARS | Bridging gaps between synthetic data: A review of techniques, Applications and challenges | PRESENTER) | Sri Krishna College of Arts and ScienceCoimbatore | 13/12/2024 |
| 3 | International Conference on Current trends in Information Technology | CONFERENCES | Advancements in Machine Learning for Automated Crops and Weeds Classification: A Review | PRESENTER) | St.Joseph's UniversityBangalore | 10/03/2025 |
| 4 | Webinar-Gen AI | SEMINARS | Webinar-Gen AI | PARTICIPANT) | Marwadi University, RajkotRajkot | 26/04/2025 |
| 5 | International Conference | CONFERENCES | A survey paper on predicting the factors influencing the Edupreneurial leadership on higher education culture and innovativeness and entrepreneurial mindset of higher education students with reference to university students | PRESENTER) | Ramachandra College of engineeringEluru, Andhrapradesh | 31/10/2025 |
| 6 | International Conference | CONFERENCES | ELPM: Edupreneurial Leadership Prediction Model | PRESENTER) | Mandya UniversityMandya | 23/10/2025 |
| 7 | International Conference | CONFERENCES | Exploring conditional Generative Models for Sketch-to-Image Translation:cGAN, cVAE and Conditional Diffusion Models | PRESENTER) | RV College of EngineeringBengaluru | 03/11/2025 |
| 8 | INTERNATIONAL SEMINAR ON NEXT-GEN TECHNOLOGY INNOVATIONS & APPLICATIONS | SEMINARS | INTERNATIONAL SEMINAR ON NEXT-GEN TECHNOLOGY INNOVATIONS & APPLICATIONS | PARTICIPANT) | Sree Saraswathi Thyagaraja CollegePollachi | 30/12/2025 |
| 9 | One day International Seminar titled "Research - driven Generative AI, Computer Vision and Interactive Machine Learning Revolution" | SEMINARS | One day International Seminar titled "Research - driven Generative AI, Computer Vision and Interactive Machine Learning Revolution" | PARTICIPANT) | Cauvery College for WomenTiruchirapalli | 20/02/2026 |
| 10 | International Multidisciplinary Conference on "AI driven sustainability in Science & Technology, Management & Humanities" | CONFERENCES | Predictive Modelling of flood events using Engineered Hydrological Features and Machine Learning Classification | PRESENTER) | PSG College of ARTS & ScienceCoimbatore | 13/02/2026 |
| 11 | INTERNATIONAL SEMINAR ON NEXT-GEN TECHNOLOGY INNOVATIONS & APPLICATIONS (NGTIA -2025) | SEMINARS | INTERNATIONAL SEMINAR ON NEXT-GEN TECHNOLOGY INNOVATIONS & APPLICATIONS (NGTIA -2025) | PARTICIPANT) | Sree Saraswati Thyagaraja CollegePollachi | 30/12/2025 |
| 12 | National Level Webinar "Candid vs Posed Photography" | SEMINARS | National Level Webinar "Candid vs Posed Photography" | PARTICIPANT) | SRM Institute of Science and TechnologyChennai | 30/03/2026 |
| 13 | International Conference on Multidisciplinary Engineering and Scientific Research 2026 | CONFERENCES | International Conference on Multidisciplinary Engineering and Scientific Research 2026 | PRESENTER) | Pravara Rural Engineering College, LoniMaharashtra | 18/05/2026 |
Invited Talks
| Sl.No. | Titel of the Program | Name of the Program | Date | Name of the Institution |
| 1 | Evaluating the Socio-Economic Impacts of the Gig Economy on women workers in India | National level Seminar | 14/03/2025 | RD National College |
| 2 | Harnessing AI:Leveraging Research with Modern Tools | Expert Talk | 13/02/2026 | Nallamuthu Gounder Mahalingam College |
| 3 | Automation with UiPath: Strings, Data Tables & REGEX | Expert Talk | 05/03/2026 | CHRIST (Deemed to be University) |
Patents
| Sl.No. | Title of Invention | Inventor(s) | Filing Date |
| 1 | Mobile Cooler | KANNAN M, MANIMEKALA B, MARGARET SAVITHA P, PRIYA STELLA MARY I, UMAMAHESWARI D | 05-Jan-2025 |
Research Project
| Sl.No. | Name of the Research Project | Investigator(s) | Sponsors | Internal/External |
| 1 | Predicting the factors influencing the Edupreneurial leadership on higher education culture, innovativeness and entrepreneurial mindset of higher education students with special reference to Christ (Deemed to be) University | UMAMAHESWARI D | Internal |
Workshop/FDP/Training programme
| Sl.No. | Name of the Workshop/FDP/Training programme | Name of Organiser | Level | Role | Date |
| 1 | Faculty Industry Immersion Summit | eMudhra, eMudhra | National | Participant | 21/11/2025 |
| 2 | Applications of Artificial Intelligence | Department of Computer Science, Yeshwanthpur Campus along with Maris Stella College, Vijayawada, Maris Stella College | Regional | Presenter | 03/11/2025 |
| 3 | Understanding Gen Z and Classroom Interaction | CAPS, Christ University, | Institutional | Participant | 13/10/2025 |
| 4 | Drone Data & AI Application in the Area of Research | Department of Computer Science, Yeshwanthpur, | Institutional | Organiser & Participant | 08/10/2025 |
| 5 | Recent Trends in Artificial Intelligence - Digital Era | SRM Institute of Science & Technology, SRM, Chennai | National | Participant | 06/10/2025 |
| 6 | Infosys Springboard Summit 2025 | Infosys Springboard Limited, Infosys | Participant | 21/08/2025 | |
| 7 | IoT with Machine Learning in Defence Applications | NIT, Patna; ICT Academy, MIT, B'lore, MIT, Bengaluru | National | Participant | 04/08/2025 |
| 8 | AI, ML & Deep Learning for Autonomous Vehicles | Pantech e Learning, STEP-National Institute of Technology | National | Participant | 28/07/2025 |
| 9 | 30 Days Masterclass on Prompt Engineering | Pantech e Learning, Pantech e Learning | National | Participant | 25/07/2025 |
| 10 | Recent Advancements in AI & ML | St.Joseph College of Engineering, | National | Participant | 30/06/2025 |
| 11 | Mastering Innovative Online Course Development | Centre for Digital Learning, | Institutional | Participant | 05/05/2025 |
| 12 | Research, Innovation, & Industry connect: Empowering Excellence in Education | Jyoti Nivas College, Jyoti Nivas College | National | Participant | 21/04/2025 |
| 13 | FUTURE GENERATION NETWORKING | Presidency University, Presidency University | International | Participant | 17/02/2025 |
| 14 | LinkedIn Optimisation | Christ University, | Institutional | Participant | 07/02/2025 |
| 15 | Exploring Entrepreneurial Opportunities: AI & IoT in Industry 4.0 | PSG COLLEGE OF ARTS AND SCIENCE, PSG COLLEGE OF ARTS AND SCIENCE | National | Participant | 03/02/2025 |
| 16 | Artificial Intelligence, Machine Learning & Deep Learning | Christ University & Intel & Edgate Technologies, | Institutional | Organiser & Participant | 22/01/2025 |
| 17 | Effective Communication Techniques in Research Writing | Public Relations society of India, Public Relations society of India | International | Participant | 10/10/2024 |
Awards/Achievements/Others
| Sl.No. | Name of the Awards/Achievements/Others | Description | Organisation | Month/ Year |
| 1 | Certificate Of Appreciation | IEEE MP SECTION | 06 January 2025 | |
| 2 | Certificate of Reviewing | Department of Computer Science and Engineering, School of Engineering and Technology, CHRIST (Deemed to be University), Kengeri Campus, Bengaluru, India, | 23 February 2025 | |
| 3 | Best Paper Award | NITTE Meenakshi Institute of Technology | 08 March 2025 | |
| 4 | Panel Member for the ICSSR sponsored seminar | Christ(Deemed to be)University | 17 February 2025 | |
| 5 | Certificate Of Appreciation | RD National College | 14 March 2025 | |
| 6 | Best Paper Award | BMS Institute of Technology & Management | 21 March 2025 | |
| 7 | Certificate of Reviewing | An Intellectual Adaptive and Attention-based Dense Network for Lung Cancer Detection using Trans-Inception U- net++-aided Abnormality Segmentation | Springer | 03 July 2025 |
| 8 | Certificate of Reviewing | Springer | 14 July 2025 | |
| 9 | Certificate of Reviewing | Springer | 28 July 2025 | |
| 10 | Certificate of Reviewing | Springer | 28 July 2025 | |
| 11 | Certificate of Reviewing | Springer-Scientific Reports | 12 August 2025 | |
| 12 | Certificate of Appreciation | Acharya Institute of Graduate Studies | 19 September 2025 | |
| 13 | Best Paper Presentation | Ramachandra College of Engineering | 01 November 2025 |
Consultancy
| Sl.No. | Faculties | Theme of Consultancy | Type |
| 1 | DEEPA B G,,KANNAN M,UMAMAHESWARI D,VINAY M | Academic Outreach Program | PRIVATE_CONSULTANCY |
| 2 | UMAMAHESWARI D,,BALAKRISHNAN C ,HEMANTH K S,JAYAPRIYA J,JULIET ROZARIO,KALPANA P,KANNAN M,KAVITHA,MANIMEKALA B,MARGARET SAVITHA P,PRIYA STELLA MARY I,VINAY M | Two-week virtual Faculty Development Programme on Applications of Artificial Intelligence | RESEARCH_CONSULTANCY |