Mrs. S. Manjula
Qualification : M.Tech., (Ph.D) (Annamalai University)
Designation : Asst. Professor
Email: [email protected]
Details of Educational Qualification:
| Course | Specialization | Branch | Institute / University | Year of Passing |
|---|---|---|---|---|
| Ph.D. | CSE | CSE | Annamalai University | Pursuing |
| M.Tech. | CSE | CSE | SASTRA University | 2009 |
| M.Phil. | CSE | CSE | Bharathidasan University | 2004 |
| MCA | Computer Applications | Computer Applications | Bharathidasan University | 2001 |
| B.Sc. | Computer Science | B.Sc. | Bharathidasan University | 1998 |
Research Areas:
- Machine Learning, Cyber Security
Research Identifiers:
- Scopus Link: https://www.scopus.com/authid/detail.uri?authorId=59009845200
- Vidwan Link: https://vidwan.inflibnet.ac.in/profile/459932
- Google scholar Link: https://scholar.google.com/citations?hl=en&user=8UCIheoAAAAJ
- h-Index (As per Scopus Data) : 2
Publication Details:
| S.No | Publication Affiliation | Academic Year | Author Position | Details of Research Publication | Indexing | Publication | Journal Quartile (Q1/Q2/Q3/Q4) |
|---|---|---|---|---|---|---|---|
| 1 | Others | 2025 | 1 | Enhanced chronic kidney disease detection using XGBoost with improved brainstorm optimization for hyperparameter tuning. Discover Appl Sci 7, 1181 (2025). https://doi.org/10.1007/s42452-025-07633-7 | SCIE | Article | Q2 |
| 2 | MITS | 2025 | 4 | Meta Heuristic Image Optimisation in LiDAR Sensor Based on Cloud IoT Network and Deep Learning Algorithms.Remote Sensing in Earth Systems Sciences (2025): 1-10. | Scopus | Article | Q2 |
| 3 | MITS | 2025 | 3 | Development of A Machine Learning-Based Security Module for Detecting Exploit-Type Attacks in IoT Networks. International Journal of Basic and Applied Sciences, 14(3), 286-297 | Scopus | Article | Q4 |
| 4 | MITS | 2024 | 4 | Machine learning classifiers to predict the quality of semantic web queries. The Scientific Temper 15.01 (2024): 1777-1783. | ESCI | Article | None |
| 5 | MITS | 2023 | 3 | Recent developments in flexible printed electronics and their use in food quality monitoring and intelligent food packaging. The Scientific Temper 14.03 (2023): 877-884. | ESCI | Article | None |
| 6 | MITS | 2025 | 1 | Enhancing Kidney Stone Detection in CT scans with Image Processing and the DCNN-RELM Model. 2025 International Conference on Electronics and Renewable Systems (ICEARS). | Scopus | IEEE Conference Proceedings | |
| 7 | MITS | 2024 | 1 | Unlocking a New Era in Human-Computer Interaction with Transformative AI Virtual Mice for Unparalleled Accessibility, Hygiene, and User Experience. 2024 International Conference on Recent Advances in Science and Engineering Technology (ICRASET) (pp. 1-5). IEEE. | Scopus | IEEE Conference Proceedings | |
| 8 | MITS | 2024 | 1 | Enhancing Fraud Detection with Deep Learning: A Robust Automated Counterfeit System. 2024 International Conference on Recent Advances in Science and Engineering Technology (ICRASET) (pp. 1-6). IEEE. | Scopus | IEEE Conference Proceedings | |
| 9 | MITS | 2024 | 1 | An IoT and Random Forest-DT-Based Early Enhanced Forest Fire Detection in Large and Small Targets. 2024 3rd International Conference for Innovation in Technology (INOCON) (pp. 1-6). IEEE | Scopus | IEEE Conference Proceedings | |
| 10 | Others | 2024 | 1 | Optimizing Chronic Kidney Disease Diagnosis: A Comprehensive Review of Metaheuristic Algorithms and Their Applications in Detection and Classification. 2024 8th International Conference on Electronics, Communication and Aerospace Technology (ICECA) (pp. 1654-1660). IEEE. | Scopus | IEEE Conference Proceedings | |
| 11 | MITS | 2023 | 1 | Enhancing Disease Prediction in Healthcare: A Comparative Analysis of PSO and Extreme Learning Approach. 2023 3rd International Conference on Innovative Mechanisms for Industry Applications (ICIMIA), pp. 1092-1097. IEEE, 2023. | Scopus | IEEE Conference Proceedings | |
| 12 | MITS | 2023 | 1 | Cryptography and Network security ISBN: 978-81-19489-24-4 | Book | ||
| 13 | MITS | 2023 | 2 | Big Data Science & Analytics ISBN: 978-81-962133-9-8 | Book |
Research Projects & Events
| S.No | Affiliation | Academic Year | Funded Project /Event | Role | Title of the Project/Event | Amount in Rs. /- | Funding Agency |
|---|---|---|---|---|---|---|---|
| 1 | MITS | 2025 | Event | Co-Coordinator | Smart and Sustainable Waste Management Using IoT and Data Analytics | 1,00,000 | AICTE |
Patents
| S.No | Affiliation | Academic Year | Application ID | Title of the Patent | Status |
|---|---|---|---|---|---|
| 1 | MITS | 2025 | 202521086616 A | Machine Learning-Enabled System For Monitoring Faculty Behaviour And Optimizing Teaching Effectiveness In Higher Education | Published |
| 2 | MITS | 2025 | 202521087207 A | Machine Learning-Driven Predictive Models For Enhancing Student Success And Entrepreneurial Skills In Higher Education | Published |
| 3 | MITS | 2024 | 202441014907 A | Analysing The Role Of Machine Learning For Driving The Future Of Autonomous Vehicles | Published |
| 4 | MITS | 2023 | 202341008062 A | Implementing Artificial Intelligence-Based Techniques For Social Media Marketing Analytics With Potential Uses Expectations | Published |
| 5 | MITS | 2023 | 202341011082 A | Internet Of Things Based Deep Learning Model To Recognize And Predict Kidney Disease Using Image Processing | Published |
Awards/Achievements
- Awarded the SWAYAM–NPTEL Domain Star in Programming (October 2025), recognizing consistent excellence and active engagement in NPTEL programming courses.
- Conferred with the prestigious NPTEL Discipline Star Award for the period July 1, 2024 – December 31, 2024, for sustained academic excellence across the discipline.
- Recognized as a Top Performing Mentor in Privacy and Security in Online Social Media from Swayam NPTEL for the period (January 23, 2023 – April 22, 2023).
- Honored as a Top Performing Mentor - Learning Analytics Tools during two academic cycles: July 17, 2023 – October 28, 2023 and July – December 2024.