Bidita Sarkar Diba, Jayonto Dutta Plabon, M.D. Mahmudur Rahman, Durjoy Mistry, Aloke Kumar Saha, M.F. Mridha, “Explainable federated learning for privacy-preserving bangla sign language detection”, Engineering Applications of Artificial Intelligence, Volume 134, 2024, ISSN 0952-1976, https://doi.org/10.1016/j.engappai.2024.108657
Journal Papers:
1.
Bidita Sarkar Diba,
Jayonto Dutta Plabon, M.D. Mahmudur Rahman, Durjoy Mistry, Aloke Kumar Saha, M.F. Mridha, “Explainable federated learning for privacy-preserving bangla sign language detection”, Engineering Applications of Artificial Intelligence, Volume 134, 2024, ISSN 0952-1976,
https://doi.org/10.1016/j.engappai.2024.108657.
2. Durjoy Mistry,
Jayonto Dutta Plabon, Bidita Sarkar Diba, Saddam Mukta, M.F. Mridha, “Federated Learning-Based Architecture for Personalized Next Emoji Prediction for Social Media Comments”, in IEEE Access 2024,
https://doi.org/10.1109/ACCESS.2024.3448470.
3. Bidita Sarkar Diba,
Jayonto Dutta Plabon, Nishat Tasnim, Mehjabin Hossain, Durjoy Mistry, Sourav Sarkar, M.F. Mridha, Yuichi Okuyama, Jungpil Shin, “From Centralization to Decentralization: Blockchain’s Role in Transforming Social Media Platforms”, in IEEE Access, 2025,
https://doi.org/10.1109/ACCESS.2025.3561663.
4. Bidita Sarkar Diba,
Jayonto Dutta Plabon, Tasnim Jahin Mowla, Nazneen Nahar, Durjoy Mistry, Sourav Sarker, M.F. Mridha, Jungpil Shin, Open problems and challenges in federated learning for IoT: A comprehensive review and strategic guide, Computers and Electrical Engineering, Volume 126, 2025, 110515, ISSN 0045-7906,
https://doi.org/10.1016/j.compeleceng.2025.110515. (
https://www.sciencedirect.com/science/article/pii/S0045790625004586)
Book Chapters:
1. Jayonto Dutta Plabon, Nazneen Nahar, Nishat Tasnim, Dr. Jungpil Shin and Moshiur Rahman Tonmoy, “Transforming Healthcare Analytics: Federated Learning for PrivacyPreserving Liver Lesion Detection and Classification”, in Elsevier (Book Chapter), 2024. (Accepted)
2. Jayonto Dutta Plabon, Mehjabin Hossain, Md. Arafat Kabir, Durjoy Mistry and Dr. Md. Abdul Hamid, “Federated Learning Strategies for Confidential Leukemia Detection from Medical Images”, in Elsevier (Book Chapter), 2024. (Accepted)
3. Md. Shahidul Islam, Jayonto Dutta Plabon, Md. Mountasir Rahaman, Moshiur Rahman Tonmoy, Dr. Aloke Kumar Saha and Dr. Shah Murtaza Rashid Al Masud, “Privacy-preserving Kidney stone detection from X-ray image using federated learning”, in Elsevier (Book Chapter), 2024. (Accepted)
