Pose and Illumination Invariant Face Recognition in Video via Motion Analysis and Texture Feature Optimization; B. Hussain, Ayyaz Hussain, M. Islam; IET Image Processing, vol. 19, no. 1, Dec. 2025
Research & Publications
PhD-level work in federated learning and intelligent transportation systems — published in IEEE journals with impact factors up to 10.9.
List of Publications
Journal articles in IEEE and IET venues, with JCR impact factors up to 10.9.
Optimizing Content Cache with Vehicular Edge Computing: A Deep Federated Learning based Novel Predictive Study; A. A. Khan, B. Hussain, M. Islam, M. M. A. Dabel, A. K. Bashir; IEEE Transactions on Consumer Electronics, 2025
Optimizing Urban Traffic Incident Prediction with Vertical Federated Learning: A Feature Selection based Approach; B. Hussain, M. K. Afzal; IEEE Transactions on Network Science and Engineering, vol. 12, no. 1, pp. 145–155, Jan.–Feb. 2025
A Novel Graph Convolutional Gated Recurrent Unit Framework for Network-Based Traffic Prediction; B. Hussain, M. K. Afzal, S. Anjum, I. Rao, B-S. Kim; IEEE Access, vol. 11, pp. 130102–130118, 2023
Intelligent Traffic Flow Prediction Using Optimized GRU Model; B. Hussain, M. K. Afzal, S. Ahmad, A. M. Mostafa; IEEE Access, vol. 9, pp. 100736–100746, 2021
Forthcoming book chapter
Pedestrian Digital Twins for Smart Transportation; in Digital Twins for Smart Transportation, Ed. Prof. Mariusz Kostrzewski.
Ph.D. in Computer Science (Artificial Intelligence)
COMSATS University Islamabad · 2025
Dissertation
Traffic Flow Prediction using Deep Neural Networks: A Cluster-based Federated Learning Approach
Research areas