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Md. Azizul Hakim Bappy, Hossen A Mustafa, Prottoy Saha and Rajinus Salehat, Fine-Tuned Small Language Model for Accurate and Private CWE Detection in Python Code. 2025 28th International Conference on Computer and Information Technology (ICCIT), Cox's Bazar, Bangladesh, Dec 2025.
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Efat, M. E., Fazle Rabbi, S. M., and Islam, M. S., Comprehensive Cross-Validated Benchmarking of Machine Learning Models for Electricity Theft Detection. 6th IEEE International Conference on Telecommunications and Photonics (ICTP 2025), 18-19 December 2025, Dhaka, Bangladesh., Dec 2025.
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Akter, S., and Islam, M. S., Hybrid Deep Learning Architectures for Malware Detection: A Comparative Study. 6th IEEE International Conference on Telecommunications and Photonics (ICTP 2025), 18-19 December 2025, Dhaka, Bangladesh., Dec 2025.
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Efat, M. E., Fazle Rabbi, S. M. and Islam, M. S., Data Driven Explainable Machine Learning for Predicting Mechanical Properties of Copper-Based Multi-Principal Element Alloys. 15th International Conference on Mechanical Engineering (ICME 2025), 17-18 December 2025, Dec 2025.
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Khatun, M. R., Islam, M. S., Advances in PCF-SPR sensors: A comprehensive review of biosensing and environmental applications. Measurement, Volume 258, Dec 2025.
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Farhad Hossain Rakib, Hossen A Mustafa, AI-Enhanced Explainable Models for Early Detection of Neurodevelopmental Impairments in Children. In the Proceedings of the 2025 IEEE International Conference on Biomedical Engineering, Computer and Information Technology for Health (BECITHCON), Nov 2025.
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Khatun, M. R., and Islam, M. S., Design optimization of high-sensitivity PCF-SPR biosensor using machine learning and explainable AI. PLOS One, Sep 2025.
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M. R. Mahamud, M. J. Miah, and N. I. Bithi, Effective super-resolution through multi-order degradation simulation and efficient training strategies. International Conference on Quantum Photonics, Artificial Intelligence, and Networking (QPAIN), pp. 1-6, Rangpur, Bangladesh, 2025, Sep 2025.
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N. I. Bithi, M. J. Miah, and M. R. Mahamud, SigmaFusionNet: A residual-enhanced hybrid CNN for accurate Gaussian noise prediction in medical X-ray images. International Conference on Quantum Photonics, Artificial Intelligence, and Networking (QPAIN), pp. 1-5, Rangpur, Bangladesh, 2025, Sep 2025.
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M. R. Mahamud, M. J. Miah, and N. I. Bithi, Controllable image enhancement using adaptive scaling in deep super-resolution networks. International Conference on Quantum Photonics, Artificial Intelligence, and Networking (QPAIN), pp. 1-6, Rangpur, Bangladesh, 2025 [ Won the Best Paper Award (first prize) ], Sep 2025.
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M. K. Ahmed, A. Hye, and M. J. Miah, An efficient framework integrating machine learning and deep learning techniques for predicting air quality index category in Dhaka city. International Conference on Quantum Photonics, Artificial Intelligence, and Networking (QPAIN), pp. 1-6, Rangpur, Bangladesh, 2025, Sep 2025.
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Md Tousif Hasan Lavlu, Afnanul Hassan, Sanjida Akhtar, Salsa- Bil- Labiba and Hossen Mustafa, Reviewing chatbot algorithms: methods for intelligent dialogue systems. Human-Intelligent Systems Integration , Vol 6(1), Springer Nature, Sep 2025.
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R. Hassan, M. R. H. Mondal, S. I. Ahamed, F. Mostafa, M. M. Rahman, An efficient dual-line decoder network with multi-scale convolutional attention for multi-organ segmentation. Biomedical Signal Processing and Control, Elsevier (Scopus & SCIE indexed), vol. 112, Part D, 2026, 108611, Sep 2025.
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Hossain, M. A., Saif, S., Islam, M. S., A novel federated learning approach for IoT botnet intrusion detection using SHAP-based knowledge distillation. Complex & Intelligent Systems, Aug 2025.
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Zannat, A., Islam, M. S., Zaman, M. S., Saif, S., Indigenous wood species classification using a multi-stage deep learning with grad-CAM explainability and an ensemble technique for Northern Bangladesh. PLOS 1, Jul 2025.
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Md. Azizul Hakim Bappy, Hossen A Mustafa, Md. Muztuba Rafid, Less is More: Effective Finger Joint Angle Estimation with a Minimalist Linear Interpolation Technique in Computer Vision. In the Proceedings of the 16th International IEEE Conference on Computing, Communication and Networking Technologies (ICCCNT), Jul 2025.
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Hossain, M. A., Hossain, M. D., Khan, L., Ochiai, H., Islam, M. S., and Kadobayashi, Y., Towards secure Maritime navigation: A deep learning framework for radar network attack detection. Maritime Cybersecurity, P. 195-215, Springer nature link, June, 2025, Jun 2025.
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M. Afroj, M. R. H. Mondal, M. R. Hassan and S. Akter, MobDenseNet: A hybrid deep learning model for brain tumor classification using MRI. Array, Elsevier (Scopus & ESCI indexed), Vol. 26, 100413, May 2025.
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M. J. Miah, A. Boni, D. Martin, A. Ginolas, M. Elattar, P. Della Casa, S. Grützner, S. Strohmaier, A. Knigge, G. Tränkle, and P. Crump, Thermal lens manipulation using edge-heaters in laser bars for improved efficiency and divergence. IEEE Photonics Technology Letters, vol. 37, no. 9, pp. 545–548, May 2025.
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M. S. S. Sozol, M. R. H. Mondal and A. H. Thamrin, Indoor fire and smoke detection based on optimized YOLOv5. Indoor fire and smoke detection based on optimized YOLOv5”, PLoS ONE (Scopus & SCIE indexed), 20(4): e0322052, Apr 2025.
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