Publications

2025

• Ocean Monjur, Md. Toukir Ahmed, Md WadudAhmed, & Mohammed Kamruzzaman (2025). Agro-Net: A Convolution-Attention Fusion based hyperspectral model for agro-food quality assessment. The Computer Vision and Pattern Recognition Conference (CVPR) Workshops 2025.  Article Link

• Ahmed, Md. T., Ahmed, M. W., & Kamruzzaman, M. (2025). A systematic review of explainable artificial intelligence for spectroscopic agricultural quality assessment. Computers and Electronics in Agriculture (Elsevier, Q1, IF: 8.9), 235, 110354 Article Link

• Ahmed, Md. T., Monjur O., Khaliduzzaman A., & Kamruzzaman, M. (2025). A comprehensive review of deep learning-based hyperspectral image reconstruction for agri-food quality appraisal. Artificial Intelligence Review (Springer Q1, IF: 13.9), 58, 96. Article Link

• Ahmed, Md. T., Villordon, A., & Kamruzzaman, M. (2025). Hyperspectral imaging and explainable deep-learning for non-destructive quality prediction of sweetpotato. Postharvest Biology and Technology (Elsevier, Q1, IF: 6.8), 222,113379. Article Link

2024

• Ahmed, T., Wijewardane, N. K., Lu, Y., Jones, D. S., Kudenov, M., Williams, C., Villordon, A., & Kamruzzaman, M. (2024). Advancing sweetpotato quality assessment with hyperspectral imaging and explainable artificial intelligence. Computers and Electronics in Agriculture (Elsevier, Q1, IF: 8.9), 220, 108855. Article Link

• Ahmed, Md. T., Monjur, O., & Kamruzzaman, M. (2024). Deep learning-based hyperspectral image reconstruction for quality assessment of agro-product. Journal of Food Engineering (Elsevier, Q1, IF: 5.8), 382, 112223. Article Link

• Ahmed, Md. T., Villordon, A., & Kamruzzaman, M. (2024). Comparative Analysis of Hyperspectral Image Reconstruction Using Deep Learning for Agricultural and Biological Applications. Results in Engineering (Elsevier, Q1, IF: 7.9), 23,102623. Article Link

• Ahmed, Md. T., & Kamruzzaman, M. (2024). Enhancing corn quality prediction: Variable selection and explainable AI in spectroscopic analysis. Smart Agricultural Technology (Elsevier, Q1, IF: 6.3), 8, 100458. Article Link

• Ahmed, Md. T., Ahmed, M. W., & Kamruzzaman, M. (2024). SpectroChat: A windows executable graphical user interface for chemometrics analysis of spectroscopic data. Software Impacts (Elsevier, Q3, IF: 1.3), 21, 100698. Article Link

• Ahmed, Md. T., Ahmed, M. W., Monjur, O., Emmert, J. L., Chowdhary, G., & Kamruzzaman, M. (2024). Hyperspectral image reconstruction for predicting chick embryo mortality towards advancing egg and hatchery industry. Smart Agricultural Technology (Elsevier, Q1, IF: 6.3), 9, 100533. Article Link

• Ahmed, Md. Toukir, and Mohammed Kamruzzaman. "Hyperspectral Imaging and Optimized Convolutional Neural Network for Quality Assessment of Sweetpotato." In 2024 ASABE Annual International Meeting, Anaheim, California, American Society of Agricultural and Biological Engineers, 2024. Article Link

• Paul, M. C., Ahmed, M. W., Prodhan, M. D. H., Dutta, N. K., Ahmed, M. T., Abdullah, M. M., ... & Khan, M. S. I. (2024). Pesticides in widely consumed vegetables in Bangladesh and its health risk. Food Additives & Contaminants: Part B (Taylor & Francis, Q2, IF: 3.3), 1-11. Article Link

2023

• Ahmed, Md. T., Lu, Y., Villordon, A., & Kamruzzaman, M. (2023). Prediction of Firmness of Sweetpotatoes using VNIR Hyperspectral Imaging and Machine Learning. ASABE, 2023 Omaha, Nebraska July 9-12, 2023. Article Link

2022

• Kamruzzaman, M., Kalita, D., Ahmed, Md. T., ElMasry, G., & Makino, Y. (2022). Effect of variable selection algorithms on model performance for predicting moisture content in biological materials using spectral data. Analytica Chimica Acta (Elsevier, Q1, IF: 6.56), 1202, 339390. Article Link

2018

Tarafder, S., Ahmed, M. T., Iqbal, S., Hoque, M. T., & Rahman, M. S. (2018). RBSURFpred: modeling protein accessible surface area in real and binary space using regularized and optimized regression. Journal of theoretical biology (Elsevier, Q1, IF: 2.05), 441, 44-57. Article Link