Faculty Details
Dr. Vineetha Pais
Assistant Professor
Academic Background
| Date of Join: | 2025-06-06 |
| Email: | Vineetha.pais@ajiet.edu.in |
- Pais, V., Rao, S., Muniyal, B., & Yun, S. (2024). "FedICU: a federated learning model for reducing the medication prescription errors in intensive care units". Cogent Engineering, 11(1), 2301150. DOI: https:10.1080/23311916.2023.2301150
- V. Pais, S. Rao and B. Muniyal, "FedDSL: A Novel Client Selection Method to Handle Statistical Heterogeneity in Cross-Silo Federated Learning Using Flower Framework," in IEEE Access, vol. 12, pp. 159648-159659, 2024, doi: 10.1109/ACCESS.2024.3482388.
- Pais, V., Rao, S., & Muniyal, B. (2025). Healthcare federated learning: a survey of applications and frameworks. International Journal of Computers and Applications, 1-20.
- Pais, V., Rao, S., & Muniyal, B. (2025). SMART-FL: Single-shot Merged Adaptive Resource-aware Tensor-fusion for Efficient Federated Learning in Heterogeneous Cross-silo Environments. IEEE Access. DOI: 10.1109/ACCESS.2025.3570610
- V. Pais, S. Rao and B. Muniyal, "Strategies for Reducing the Communication and Computation Costs in Cross-Silo Federated Learning: A Comprehensive Review," in IEEE Access, vol. 13, pp. 93385-93416, 2025, doi: 10.1109/ACCESS.2025.3573933.
- Pais, V., & Rakesh, M. R. Swarm Intelligence-A Survey. International Journal of Research in Engineering, Science and Management.
- Federated Learning,
- Machine learning,
- Image processing.
- Participated in the Faculty Development Programme(FDP) on “Advances in VLSI Design & Algorithms” Organized by CSE & ISE Department, NMAMIT, Nitte.
- Attended a Three days Workshop Programme Organized by Vivekananda Institute of technology, Bangalore on “Advanced Computer Architecture and Parallel Computing”.
- Participated in a five days Workshop Programme Organized by SJB Institute of technology, Bangalore on “Research Problems in Computer Science & Engineering”.
- Participated in Technical Paper Presentation in EMERGIA-10 held at Canara Engineering College, Benjanapadav.
- Participated in the Faculty development programme on “Big Data” held from 17th to 19th January 2019 at St Joseph Engineering college, Vamanjoor.
- Participated in the workshop “Google Apps” on 16th September at AJ institute of engineering and technology.
