MD. AMINUL ISLAM
| Home Experience Research Supervision |
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Journal Publications: |
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| 1. | M. A. Islam, R. Atat and M. Ismail, "Software-Defined Networking-Based Resilient Proactive Routing in Smart Grids Using Graph Neural Networks and Deep Q-Networks," in IEEE Access, vol. 12, pp. 111169-111186, 2024, doi: 10.1109/ACCESS.2024.3438938. keywords: {Routing;Smart grids;Quality of service;Predictive models;Graph neural networks;Delays;Load modeling;Software defined networking;Data processing;Smart grids;software-defined routing;data traffic prediction;graph neural network;deep Q-networks;resilient proactive routing}, |
| 2. | Md Aminul Islam, Rachad Atat, Muhammad Ismail, “Software-Defined Networking-Based Resilient Proactive Routing in Smart Grids Using Graph Neural Networks and Deep Q-Networks”, IEEE Access , Institute of Electrical and Electronics Engineers (IEEE), Volume - 12, Page No. - 111169-111186, 2024 Click here for details |
| 3. | Rajib Kumar Halder, Mohammed Nasir Uddin, Md. Ashraf Uddin, Sunil Aryal, Md. Aminul Islam, Fahima Hossain, Nusrat Jahan, Ansam Khraisat, Ammar Alazab, “A Grid Search-Based Multilayer Dynamic Ensemble System to Identify DNA N4—Methylcytosine Using Deep Learning Approach”, Genes , MDPI AG, Issue - 3, Volume - 14, Page No. - 582, 2023 Click here for details |
| 4. | Md. Bayazid Rahman, Joy Dhon Chakma, Abdul Momin, Shahidul Islam, Md Ashraf Uddin, Md Aminul Islam, Sunil Aryal, “Smart Crop Cultivation System Using Automated Agriculture Monitoring Environment in the Context of Bangladesh Agriculture”, Sensors , MDPI AG, Issue - 20, Volume - 23, Page No. - 8472, 2023 Click here for details |
| 5. | Md Aminul Islam, Muhammad Ismail, Rachad Atat, Susmit Shannigrahi, “Software-Defined Routing Strategy Based on Reinforcement Learning in Smart Power Grid”, SoutheastCon 2022 , IEEE, 2022 Click here for details |
| 6. | Md Aminul Islam, Muhammad Ismail, Rachad Atat, Osman Boyaci, Susmit Shannigrahi “Software-Defined Network-Based Proactive Routing Strategy in Smart Power Grids Using Graph Neural Network and Reinforcement Learning”, E-Prime: Advances in Electrical Engineering, Electronics and Energy , Elsevier, Volume - 5, Click here for details |
| 7. | Md Aminul Islam, Tania Islam “An Efficient Routing Metric in Wireless Mesh Networks (WMNs)”, International Journal of Advanced Research in Computer Science and Software Engineering , IJARCSSE, Issue - 7, Volume - 6, Page No. - 51-66, Click here for details |
| 8. | Linta Islam, Md Aminul Islam, Mohammed Nasir Uddin “A Highly Secured Symmetric Key Cryptographic Algorithm-SKES”, Jagannath University Journal of Science , Jagannath University Journal of Science, Issue - 1, Volume - 5, Page No. - 114-113, Click here for details |
| 9. | Nipa Debnath Abdullah Al Momin, AKM Akther Hossain, Md Aminul Islam “Structural and Magnatic Propertise of Nanocrystalline Ni-Mn Ferrite Prepared by Combustion Technique”, Jagannath University Journal of Science , Jagannath University Journal of Science, Issue - 2, Volume - 3, Page No. - 115-123, Click here for details |
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Conference Publications: |
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| 1. | Md Aminul Islam, Muhammad Ismail, Osman Boyaci, Rachad Atat, Susmit Shannigrahi, “Graph Neural Network Based Prediction of Data Traffic in Cyber-Physical Smart Power Grids”, 2022 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) , IEEE, 2022 Click here for details |
| 2. | Md. Amirul Islam, Md. Jahidul Islam, Md. Aminul Islam, Mohammed Nasir Uddin, “METT: Modified expected transmission time for calculating effective transmission time”, 2017 4th International Conference on Advances in Electrical Engineering (ICAEE) , IEEE, 2017 Click here for details |