N. Islam, S. K. Ray, M. A. Hossain et al., “RViT-FusionNet: A Local Cross-Attention Feature Fusion-based Hybrid Framework for Brain Tumor Classification,” Neural Computing and Applications, 38, 518 (2026). https://doi.org/10.1007/s00521-026-12290-x
Naima Islam, Sajeeb Kumar Ray, Md Mynoddin, Md. Tofael Ahmed, MD. Zahid Hasan, et al., “Understanding the Traffic Sign through a Deep CNN Architecture”, Annals of Emerging Technologies in Computing (AETiC), Print ISSN: 2516-0281, Online ISSN: 2516-029X, 1 April 2026, Vol. 10, No. 2, pp. 53-68, Published by International Association for Educators and Researchers (IAER), DOI: 10.33166/AETiC.2026.02.003, Available: https://aetic.theiaer.org/archive/v10/v10n2/p3.html.
SK Ray, ....N Islam, MA Hossain; Freshness Detection of Fruits and Vegetables Using Multi-Task CNN and ResNet-50, Bulletin of Electrical Engineering and Informatics.
Alamin, T. Debnath, S. K. Ray, N. Islam, M. A. Hossain, S. Sarker and M.O. Faruk, "IoT Based Smart Product Price List Display Board," 28th International Conference on Computer and Information Technology, Cox’s Bazar, Bangladesh, 2025
M. K. Saha, M. S. Hosain, M. R. Hossen, S. K. Ray, L. C. Paul, and M. S. Uddin, "Speech Emotion Recognition from Bone-Conducted Speech Using Wav2Vec2 Transformer Model," 2025 IEEE 7th International Conference on Sustainable Technologies for Industry 5.0, Narayanganj, Bangladesh, 2025
Sajeeb Kumar Ray, Md. Anwar Hossain, Naima Islam, Mirza A.F.M. Rashidul Hasan, Enhanced plant health monitoring with dual head CNN for leaf classification and disease identification, Journal of Agriculture and Food Research, Volume 21, 2025, 101930
Md Anwar Hossain, Mirza AFM Rashidul Hasan, Sajeeb Kumar Ray, and Naima Islam, Attn-CapBN: An Attention-based Bangla Image Captioning using the Bangla View Dataset. Available at SSRN: https://ssrn.com/abstract=5708615 or http://dx.doi.org/10.2139/ssrn.5708615
S. K. Ray, A. Islam, M.C. Chanda, N. Islam, M. A. Hossain, M. A. R. Hasan and Alamin, "Deep Learning Based Lung Image Segmentation Using XR-U-Net", 2024 27th International Conference on Computer and Information Technology (ICCIT), Cox’s Bazar, Bangladesh, 2024, pp. 1-6
M. A. Hossain, M. A. R. Hasan, S. K. Ray and N. Islam, "Generating Bangla Image Captions with Deep Learning Techniques," 2024 6th International Conference on Sustainable Technologies for Industry 5.0 (STI), Narayanganj, Bangladesh, 2024, pp. 1-6, doi: 10.1109/STI64222.2024.10951094
Alamin, S. K. Ray, M. A. Hossain, M. A. R. Hasan, N. Islam and M. M. A. Hossain, "Embedded Systems-Based AC Device Controller," 2024 International Conference on Recent Progresses in Science, Engineering and Technology (ICRPSET), Rajshahi, Bangladesh, 2024, pp. 1-6, doi: 10.1109/ICRPSET64863.2024.10955881
N. Islam, S. K. Ray, M. A. Hossain, M. A. Rashidul Hasan, Alamin and M. B. Al Zabir Shammo, "Vehicle Classification and Detection Using YOLOv8: A Study on Highway Traffic Analysis," 2024 International Conference on Recent Progresses in Science, Engineering and Technology (ICRPSET), Rajshahi, Bangladesh, 2024, pp. 1-4, doi: 10.1109/ICRPSET64863.2024.10955913
M. A. Hossain, S. K. Ray, N. Islam, A. Alamin, and M. A. F. M. R.Hasan, "Enhanced human activity recognition through deep multi-layer perceptron on the UCI-HAR dataset," International Journal of Advances in Applied Sciences, vol. 13, pp. 429-438, 2024.
Keynote talk on the Career Session of 6th Freshers’ Orientation Programme 2026 at Gallery-2, Pabna University of Science and Technology, Pabna-6600, Bangladesh
A Seminar Powered by Solver Green at Pabna University of Science and Technology, Pabna, Bangladesh
Conference proceedings talk at 27th International Conference on Computer and Information Technology (ICCIT), Cox's Bazar, Bangladesh
Conference proceedings talk at 6th International Conference on Sustainable Technologies for Industry 5.0 (STI), Green University Bangladesh