Dr PRIYA STELLA MARY I
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 | A Comparative Analysis of L1, L2, and L1L2 Regularisation Techniques in Neural Networks for Image Classification | International Journal of Engineering Trends and Technology (IJETT) / 73 / 10 / 107 - 116 | 2349-0918 | 01-Dec-2025 |
| 2 | Enhancing image compression through a novel Structural Fidelity Weighted Ensemble (SFWE) model | MethodsX / 15 / / - | 2215-0161 | 01-Dec-2025 |
| 3 | An enhancement of machine learning model performance in disease prediction with synthetic data generation | Scientific Reports (Nature Portfolio) / / / - | 2045-2322 | 29-Sep-2025 |
| 4 | 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 |
Books/ Book Chapter/Case Study
| Sl.No. | Title | Author Names(s) | ISBN No. | Month Year |
| 1 | 2025 International Conference on Intelligent Systems and Computational Networks (ICISCN) | PRIYA STELLA MARY I,S. POORANI; KOMAL SINGH; BRINDA P; SRIMATHI S; ,IEEE | 979-8-3315-2925-3 | / |
| 2 | 2024 International Conference on Integrated Intelligence and Communication Systems | KALPANA P,SUMATHI P,TEENA JOSE,DEEPA S,PRIYA STELLA MARY I,MANIMEKALA B,IEEE | 979-8-3315-0496-0 | / |
| 3 | 15th ICCCNT IEEE Conference Proceedings | PRIYA STELLA MARY I,MANISH DAKHORE,SRIDHAR THOTA,SHAWETA NARULA,DHARMESH DHABLIYA,AYAAN FAIZ,IEEE | 979-8-3503-7024-9 | / |
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 Innovations in Cybersecurity and Data Science | Conference | Sentiment-based Product Recommendation using LSTM on E-Commerce Reviews | Presenter) | REVA University, Bengaluru, IndiaREVA University, Bengaluru, India | 02/06/2025 |
| 2 | 13th INTERNATIONAL CONFERENCE ON CONTEMPORARY ENGINEERING AND TECHNOLOGY 2025 | Conference | Comparative Analysis of various Deep-Learning Models to Classify Brain Tumor | Presenter) | ORGANIZATION OF SCIENCE & INNOVATIVE ENGINEERING AND TECHNOLOGY (OSIET), CHENNAI, INDIA. IN COLLABORATION WITH SAMARKAND STATE UNIVERSITY, UZBEKISTAN | 22/03/2025 |
| 3 | Second International Conference on Emerging research in Computing, information, Communication, Artificial Intelligence and Machine Learning | Conference | Beyond Keys: Biometric Fingerprint, Voice, and IoT-Driven Multifactor Authentication (MFA) for Vehicle Access Safety | Presenter) | NITTE (Deemed to be University) | 07/03/2025 |
| 4 | Second International Conference on Emerging research in Computing, information, Communication, Artificial Intelligence and Machine Learning | Conference | Analysis of Machine Learning Models for Risk and Severity Prediction in Sickle Cell Disease | Presenter) | NITTE (Deemed to be University), BangaloreBangalore | 07/03/2025 |
| 5 | 8th International Conference on Innovative Computing and Communication (ICICC-2025) | Conference | Fraud Detection in Financial Transactions Using DNN & SMOTE | Presenter) | Shaheed Sukhdev College of Business Studies, University of Delhi, New Delhi, India in association with National Institute of Technology Patna, India and the University of Valladolid, Spain | 14/02/2025 |
| 6 | Research Conclave 2025 | Conference | Exploring AutoML in Healthcare:Survey of Current Frameworks, Applications, and Performance for Disease Prediction | Presenter) | Siddhartha Academy of Higher Education(Deemed to be University)Vijayawada,Andra Pradash, India | 24/01/2025 |
| 7 | Second IEEE International Conference on ICIICS- 2024 | Conference | Enhanced Hill Cipher Algorithm with Novel Encoding and Key Generation | Presenter) | Sharnbasva University | 22/11/2024 |
| 8 | Generative AI | Seminar | Participant) | Innovation Online Training Academy (IOTA) | 13/11/2024 | |
| 9 | International Conference on "Artificial Intelligence and Business Analytics in thriving Industry 5.0" | Conference | Transforming Enterprises: Exploring the Power of AI in Business | Presenter) | SRM Institute of Science & Technology, RamapuramChennai | 12/09/2024 |
Invited Talks
| Sl.No. | Titel of the Program | Name of the Program | Date | Name of the Institution |
| 1 | AI-Powered Coding Tools: Transforming the Role of Software Developers | International Seminar on "The Role of Artificial Intelligence in Shaping the Future Software Developers" | 18/09/2025 | Holy Cross College, School of Mathematical Computation Sciences, Department of AI and ML, Department of B.Voc. Software Department, PG Department of Data Science in Collaboration with Mediawave Technologies, Chennai and Trichy |
| 2 | Software Engineering | Rise to Rank: Elite UGC-NET CS Bootcamp | 20/06/2025 | Christ University |
| 3 | Ethical use of AI in academics | Orientation Program on "Ethical use of AI in academics" | 20/06/2025 | Department of Economics, Christ University |
| 4 | Instilling 21st Centaury Skills Among Students | Teachers' Training Program | 29/04/2025 | Christ University |
| 5 | Technology Enhanced and Digital Learning | QUALITY IMPROVEMENT PROGRAM (QIP) ON TEACHING LEARNING STRATEGIES AND RESEARCH | 25/03/2025 | Christ University |
| 6 | Simplified Data Visualization for the Beginners using Tableau | Workshop on Simplified Data Visualization for the Beginners using Tableau | 03/02/2025 | Christ University |
| 7 | Tableau for Data Analytics | Online Workshop on Tableau for Data Analytics | 25/01/2025 | Nehru Memorial College, Tiruchirappalli |
| 8 | AI Tools for Data Analytics | 07/11/2024 | ||
| 9 | AI powered tools for collaborative learning | Orientation Programme | 25/10/2024 | Christ University |
| 10 | Professional Development Session on Innovative Teaching: Leveraging you tube for effective educational content | Faculty Peer Learning Series | 07/08/2024 | Christ University |
Patents
| Sl.No. | Title of Invention | Inventor(s) | Filing Date |
| 1 | MOBILE COOLER | MANIMEKALA B,UMAMAHESWARI D,KANNAN M,PRIYA STELLA MARY I,MARGARET SAVITHA P,JESTIN THOMAS,S.THARIK GRISHAN | 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, PRIYA STELLA MARY I,JULIET ROZARIO | Internal |
Workshop/FDP/Training programme
| Sl.No. | Name of the Workshop/FDP/Training programme | Name of Organiser | Level | Role | Date |
| 1 | "Application of AI Tools for Research Writing and Scholarly Publishing" | Institute for Scholarly Research and Training, | International | Participant | 15/11/2025 |
| 2 | Strategies for designing Research Proposals for ICSSR and other funding agencies | Institute for Scholarly Research and Training, Institute for Scholarly Research and Training | National | Participant | 25/10/2025 |
| 3 | Generative AI for Beginners | Great Learning, Great Learning | International | Participant | 07/10/2025 |
| 4 | The Tantrayukti of Innovation (IKS): A Strategic Framework for Industry 5.0 & the SDGs | Department of Business Administration,St. Joseph's College (Autonomous), Tiruchirappalli, St. Joseph's College (Autonomous), Tiruchirappalli | International | Participant | 01/10/2025 |
| 5 | Data Visualization using Power BI for PhD research and scholarly writing | Institute for Scholarly Research and Training, | National | Participant | 27/09/2025 |
| 6 | Digital Image Processing | Great Learning, Great Learning | International | Participant | 05/09/2025 |
| 7 | Research Methodology for PhD Research and Scholarly Writing | Institute for Scholarly Research and Training, Institute for Scholarly Research and Training | National | Participant | 30/08/2025 |
| 8 | Innovative Teaching and Learning in HEI's | IoT Academy, Coimbatore, Tamilnadu, | National | Participant | 28/08/2025 |
| 9 | Women in PhD and Academia - How to Manage Work Life Balance and your Academic Goals? | Institute for Scholarly Research and Training, Institute for Scholarly Research and Training | National | Participant | 26/07/2025 |
| 10 | Harnessing Generative AI: Smart Tools for Teaching, Learning, Evaluation & Research (TLE&R) | DEPARTMENT OF CS, ST. JOSEPH'S COLLEGE(Autonomous),Tiruchirappalli - 620 002, Tamil Nadu, India in association with SOUTH ASIA CENTRE Globethics, Navigating life GLOBETHICS Bengaluru, Karnataka, ST. JOSEPH'S COLLEGE(Autonomous),Tiruchirappalli - | International | Participant | 07/07/2025 |
| 11 | Mastering the Art of Creating Online Course | Centre for Digital Learning at Bangalore Yeshwanthpur Campus, | Institutional | Participant | 16/06/2025 |
| 12 | LinkedIn Optimisation | Centre for Academic and Professional Support (CAPS), | Institutional | Participant | 07/02/2025 |
| 13 | Artificial Intelligence, Machine Learning & Deep Learning | Intel Unnati (Data-Centric Lab in Emerging Technologies), | Institutional | Participant | 22/01/2025 |
| 14 | FDP on Research Methodolgy | IoT Academy, Coimbatore, Tamilnadu, | National | Participant | 31/12/2024 |
| 15 | A Five-Day National Level Online FDP on Beyond Boundaries: Driving Innovation in Research | Committee for Research Ethics, Publication & IPR, Auxilium College (Autonomous), Gandhi Nagar, Vellore in Collaboration with North East Institute of Social Sciences & Research, Dimapur, Nagaland, Auxilium College (Autonomous), Gandhi Nagar, Vello | National | Participant | 26/12/2024 |
| 16 | Introduction to OpenAI GPT Models | Infosys Springboard, | National | Participant | 22/12/2024 |
| 17 | OpenAI Generative Pre-trained Transformer 3 (GPT-3) for developers | Infosys Springboard, | National | Participant | 25/11/2024 |
| 18 | Prompt Engineering | Infosys Springboard, | National | Participant | 22/11/2024 |
| 19 | AI-first Software Engineering | Infosys Springboard, | National | Participant | 22/11/2024 |
| 20 | Generative AI Landscape | Infosys Springboard, | National | Participant | 18/11/2024 |
| 21 | Unlocking creativity with Generative AI : from text to art | Marcello Tech Training Institute, | National | Participant | 20/10/2024 |
| 22 | Introduction to Tableau | Simplilearn, | International | Participant | 20/09/2024 |
| 23 | Advanced Teaching and Learning in HEI's | IoT Academy, | National | Participant | 19/07/2024 |
| 24 | Transversal Skills in Applied Artificial Intelligence | St.Aloysius College,Thrissur, Kerala, | National | Participant | 17/07/2024 |
| 25 | Data Visualization Using Tableau | Great Learning Academy, | International | Participant | 14/07/2024 |
| 26 | Stay Safe Online Campaign | Ministry of Electronics and Information Technology, | National | Participant | 14/07/2024 |
Awards/Achievements/Others
| Sl.No. | Name of the Awards/Achievements/Others | Description | Organisation | Month/ Year |
| 1 | Reviewer | IEEE Kerala Section | 22 September 2024 | |
| 2 | Reviewer | served as a Reviewer for the 2025 IEEE International Conference on Contemporary Computing and Communications (InC4) | IEEE International Conference on Contemporary Computing and Communications (InC4) | 04 February 2025 |
| 3 | e Kuriakose Elias Chavara Fellowship 2025 | Christ University | 01 July 2025 |