A Fuzzy Logic-Based Framework for Explainable Machine Learning in Big Data Analytics. - Farjana Yesmin; Nusrat Shirmin (CoRR, 2025)

Data-Driven Analysis of Intersectional Bias in Image Classification: A Framework with Bias-Weighted Augmentation. - Farjana Yesmin (CoRR, 2025)

MedHE: Communication-Efficient Privacy-Preserving Federated Learning with Adaptive Gradient Sparsification for Healthcare. - Farjana Yesmin (CoRR, 2025)

Toward Equitable Recovery: A Fairness-Aware AI Framework for Prioritizing Post-Flood Aid in Bangladesh. - Farjana Yesmin; Romana Akter (CoRR, 2025)

Bridging the Trust Gap: Clinician-Validated Hybrid Explainable AI for Maternal Health Risk Assessment in Bangladesh. - Farjana Yesmin; Nusrat Shirmin; Suraiya Shabnam Bristy (CoRR, 2026)