Dr. Jegadeeswari. K
Qualification : Ph.D. (Periyar University)
Designation : Asst. Professor
Email: [email protected]
Details of Educational Qualification:
| Course | Specialization | Branch | Institute / University | Year of Passing |
|---|---|---|---|---|
| Ph.D. | Artificial Intelligence and Machine Learning | Computer Science | Periyar University | 2026 |
| M.Phil. | Cloud Computing | Computer Science | Government Arts and Science College | 2016 |
| M.Sc. | Computer Science, Android Applications | Computer Science | Periyar University | 2015 |
| B.C.A. | Computer Applications | Computer Applications | Periyar University | 2013 |
Research Areas:
- Machine Learning, Responsible AI, Explainable AI, Data Analytics
Research Identifiers:
- Scopus : https://www.scopus.com/authid/detail.uri?authorId=58164532000
- Vidwan :
- Google scholar : https://scholar.google.com/citations?user=jwNIL4kAAAAJ
- h-Index (As per Scopus Data) : 3
Publication Details:
| S.No | Publication Affiliation | Academic Year | Author Position | Details of Research Publication | Indexing | Publication | Journal Quartile (Q1/Q2/Q3/Q4) |
|---|---|---|---|---|---|---|---|
| 1 | Others | 2026-27 | 1 | Enhancing Federated Learning in Healthcare Using Adaptive Genetic Model Aggregation." Federated Learning for Healthcare. Chapman and Hall/CRC, 2026. 28-49. https://doi.org/10.1201/9781003595540-3 | Scopus | Book Chapter | - |
| 2 | Others | 2025-26 | 1 | An environmental sustainable approach to machine learning, training and development. Sakarya University Journal of Computer and Information Sciences 8.3 (2025): 457-469. https://doi.org/10.35377/saucis...1661247 | Scopus | Article | Q4 |
| 3 | Others | 2025-26 | 1 | Minimizing the carbon footprint of machine learning techniques through sustainable AI training methods." Sustainable Information Security in the Age of AI and Green Computing. IGI Global Scientific Publishing, 2025. 177-200. https://doi.org/10.4018/979-8-3693-8034-5.ch009 | Scopus | Book Chapter | - |
| 4 | Others | 2024-25 | 1 | Green ai practices in multi-objective hyperparameter optimization for sustainable machine learning." International Journal of Information Technology and Computer Science 17.2 (2025): 1-9. https://doi.org/10.5815/ijitcs.2025.02.01 | Scopus | Article | Q3 |
| 5 | Others | 2024-25 | 1 | Optimized stacking ensemble classifier for early cancer detection using biomarker data." Advance Sustainable Science Engineering and Technology 6.4 (2024): 02404017-02404017. https://doi.org/10.26877/asset.v6i4.986. | Scopus | Article | Q4 |
| 6 | Others | 2023-24 | 1 | Fusion learning of regression models for missing data imputation in breast cancer dataset." 2023 International Conference on Artificial Intelligence for Innovations in Healthcare Industries (ICAIIHI). Vol. 1. IEEE, 2023. https://doi.org/10.1109/ICAIIHI57871.2023.10489656 | Scopus | Conference Proceeding | |
| 7 | Others | 2022-23 | 1 | A Prediction Model with Multi-Pattern Missing Data Imputation for Medical Dataset." International Conference on Advanced Network Technologies and Intelligent Computing. Cham: Springer Nature Switzerland, 2022.https://doi.org/10.1007/978-3-031-28183-9_38 | Scopus | Conference Proceeding |