Multilevel Classification of Pakistani News using Machine Learning. - Anum Ilyas; Surayya Obaid; Narmeen Zakaria Bawany (ACIT, 2021)

Deep Learning for Violence Detection in Surveillance: The Role of Transfer Learning and Pre-Trained Models. - Anum Ilyas; Surayya Obaid; Narmeen Zakaria Bawany (ACIT, 2023)

Crowd dynamics analysis and behavior recognition in surveillance videos based on deep learning. - Anum Ilyas; Narmeen Zakaria Bawany (Multim. Tools Appl., 2025)