Assoc. Prof. Sofianita Mutalib

Scene-guided YOLO framework with contextual feature fusion for solid waste detection in diverse real-world environments (opens in a new tab)

F. Hu, S. Mutalib, S. Abdul-Rahman, S. Gao

Journal articleDiscover Artificial Intelligence, Springer

Edge-oriented lightweight attention-enhanced Faster R-CNN: A systematic study of innovative methods for garbage object detection (opens in a new tab)

F. Hu, S. Mutalib, S. Abdul-Rahman, Y. Gao

Journal articleInternational Journal of Systematic Innovation

Hallucination Mitigation in Multilingual Large Language Models: A Review of Retrieval-Augmented Generation and Knowledge Graph Approaches (opens in a new tab)

N. A. B. Iqbal Basheer, S. Nordin, S. Abdul-Rahman, A. Mohd Ali, S. Mutalib, S. N. K. Kamarudin

Conference paperInternational Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, Springer Nature Singapore, pp. 77–88

YOLO-BP for detection of multi-scale and high intra-class variation electrode cap defects in resistance spot welding (opens in a new tab)

X. Zhao, S. H. Leong, B. Y. Lee, S. Mutalib, B. Qiu, M. Lyu, Z. Zuo

Journal articlePLOS ONE 21 (4), e0347336

Quantifying Geometric Transferability: An Equivariant Diagnostic Framework with Application to Waste Classification (opens in a new tab)

F. Hu, S. Mutalib, S. Abdul Rahman, S. Gao, Y. Gao

PublicationPreprint, Research Square

Emulating self-attention with convolution embedded high-resolution shallow layer for detection of tiny bearing defects (opens in a new tab)

X. Zhao, S. H. Leong, B. Y. Lee, S. Mutalib, M. Lyu, Z. Zuo

Conference paperSeventeenth International Conference on Graphics and Image Processing (ICGIP 2025), SPIE Vol. 14124, pp. 622–633

Monkeypox and Chickenpox Identification Using Machine Learning Approach (opens in a new tab)

N. F. A. Mohd Azhar, S. A. Halim, S. Mutalib, R. Ahmad

Conference paper2026 International Conference on Cognitive Systems and Computer Interaction (ICoSCI), IEEE, pp. 1–6

Chinese Scientific Paper Classification Based on BERT, Graph Convolutional Networks, and Ensemble Learning (opens in a new tab)

X. Luo, S. R. Syed Aris, S. Mutalib

Journal articleEngineering, Technology & Applied Science Research 15 (6), pp. 29292–29298

Analyzing Cybercrime News Articles Using Supervised Text Classification (opens in a new tab)

S. Mutalib, N. M. F. Nor Muhamad Nizam, M. Y. Darus, H. Mokayed, Y. Mahmud, S. Abdul-Rahman

Conference paper2025 6th International Conference on Artificial Intelligence and Data Sciences (AiDAS), IEEE, pp. 153–158

Biodegradable Waste Classification for Children Using YOLOv9 (opens in a new tab)

P. N. Z. Noor Ridzuan, S. Abdul-Rahman, N. Mohd Sabri, S. Mutalib

Conference paper2025 6th International Conference on Artificial Intelligence and Data Sciences (AiDAS), IEEE, pp. 397–402