Please refer to my Google Scholar page for a full list with citations.
Peer Reviewed Publication
Islam, M., Choudhury, F. N., Jamil, Md. R, & Bahauddin, S. M. (2024), Heating and Cooling Timescales of Transient Brightenings in the Solar Transition Region Loops. In Proceedings of the 45th Scientific Assembly of the Committee on Space Research (COSPAR2024).
Link: Heating and Cooling Timescales of Transient Brightenings in the Solar Transition Region Loops
Mahbubul Islam, Hossain Md Mubashshir Jamil, Samiul Ahsan Pranto, Rupak Kumar Das, Al Amin, and Arshia Khan, Future industrial applications: Exploring lpwan-driven iot protocols in Sensors, 24(8):2509, 2024 (MDPI).
DOI: https://doi.org/10.3390/s24082509
DOI: https://doi.org/10.1007/s43621-024-00641-4
DOI: 10.1109/DASA54658.2022.9765300
Hossain Md. Mubashshir Jamil, Mahbubul Islam, Samiul Ahsan Pranto, Rupak Kumar Das, Lisan Al Amin; 2024, Nov Enabling Human-Machine Interfaces with 5G RedCap: Architecture, Key Requirements, and Challenges. In proceedings of IEEE Conference on Engineering Informatics conference (ICEI24).IEEE.
DOI: 10.1109/ICEI64305.2024.10912368
Islam, M; Biswas, S; Ahmed, S.Md.; Rahman, J.Md.; Hasan, A.Rafi; Amin, A; Mukta S.H.Md.;2024, Nov, Analysis of MDE Based Gamification Framework for Cognitive Evaluation. In Proceedings of 34th International Conference on Computer Theory and Applications (ICCTA).IEEE.
DOI: 10.1109/ICCTA64612.2024.10974770
Mahbubul Islam, Md. Muntasir Jahid Ayan, Emrul Kais, Rupak Kumar Das, Md Motaharul Islam, Evaluating Deep Learning Models for Network Intrusion Detection: A Comparative Analysis, In Proceedings of 27th International Conference on Computer and Information Technology (ICCIT), 2024.IEEE.
LINK : Evaluating Deep Learning Models for Network Intrusion Detection: A Comparative Analysis
Preprints
Islam, Mahbubul. Contextual Gamification Platform based Big5 Personality Trait and Preference Selection for User Recommendation. Diss. UIU, 2024. [Master's Thesis].
LINK: https://dspace.uiu.ac.bd/handle/52243/2986
Mahbubul Islam, Hossain Md. Mubashshir Jamil, Samiul Ahsan Pranto, Rupak Kumar Das, Lisan Al Amin, A Comparative Analysis on IoT Communication Protocols for Future Internet Applications.[arXiv preprint].
DOI: https://doi.org/10.48550/arXiv.2310.09177
Amin, L. A., Hossain, M. I., Nguyen, T. T., Jahan, T., Islam, M., & Quader, F. (2025). Uncovering Critical Features for Deepfake Detection through the Lottery Ticket Hypothesis. [arXiv preprint].
DOI: https://arxiv.org/abs/2507.15636
Under Review Publications
A Unified Framework for Predicting Personal Preferences in the Metaverse using Deep Learning and Gamification Approach, submitted to Knowledge-Based System (Springer-Nature).
Unveiling Gaming Behavior Patterns in Bangladeshi Youth: An Unsupervised Machine Learning Approach, submitted to Scientific Reports (Springer-Nature).
Democratizing AI: A Comparative Study in Deep Learning Efficiency and Future Trends in Computational Processing, submitted to AI & SOCIETY (Springer-Nature).
Data-Driven Approaches to Personalized Gamification: Recent Advances, Trends and Future Directions submitted to IEEE Transactions on Human-Machine Systems.
Artificial Intelligence and Machine Learning in Combating COVID-19: Lessons Learned for Future Pandemics for South Asia submitted to Smart Health (Elsevier).
Human-Centered Explainable AI for Securing XR Platforms: A Deep Intrusion Detection Framework submitted to IEEE ISMAR-2025
Work In Progress Research
Human-Centered Intrusion Detection for XR Networks
Current Trends and Future Perspectives in Underwater Autonomous Vehicles
MoRRI-Hand (Modular Robotic Rehabilitation Interface - Hand)
IIoT Security and Privacy.
A survey of Cellular LPWAN in Healthcare Wearables.
Understanding Dementia Risk in Women: A Gender-Specific Perspective