A Deep Learning based Approach for Automated Defect Detection of Fabrics in Garment Production Line. - Syed Abu Ammar Muhammad Zarif; Philip Jefferson Deori; Ummay Maria Muna; Md Mehefujur Rahman Mubin; Shanta Biswas; Raiyan Rahman (ICCA, 2024)

Vision transformer embedded video anomaly detection using attention driven recurrence. - Ummay Maria Muna; Shanta Biswas; Syed Abu Ammar Muhammad Zarif; Philip Jefferson Deori; Tauseef Tajwar; Swakkhar Shatabda (Array, 2025)

GBDTSVM: Combined Support Vector Machine and Gradient Boosting Decision Tree Framework for efficient snoRNA-disease association prediction. - Ummay Maria Muna; Fahim Hafiz; Shanta Biswas; Riasat Azim (Comput. Biol. Medicine, 2025)