Unmasking Banking Fraud: Unleashing the Power of Machine Learning and Explainable AI (XAI) on Imbalanced Data. - SM Nuruzzaman Nobel; Shirin Sultana; Sondip Poul Singha; Sudipto Chaki; Md. Julkar Nayeen Mahi; Tony Jan; Alistair Barros; Md Whaiduzzaman (Inf., 2024)

Investigation of graph-based clustering approaches along with graph neural networks for modeling armed conflict in Bangladesh. - Sondip Poul Singha; Md. Mamun Hossain; Md. Ashiqur Rahman; Nusrat Sharmin (Int. J. Data Sci. Anal., 2024)

Predicting early ASD traits of adults and toddlers using machine learning and deep learning with explainable AI and optimization. - Md. Ashiqur Rahman; Md. Mamun Hossain; Sondip Poul Singha; Nusrat Sharmin (Neural Comput. Appl., 2025)