Prof. FAKHREDDINE KARRAY

University of Waterloo, Canada

Professor

Email: karray@uwaterloo.ca

Qualifications

1989 Ph.D., Faculty of Engineering, University of Illinois, USA

Publications (Selected)

1. G. Muhammad, F. Alshehri, F. Karray, A. El Saddik and T. Falk, “ A comprehensive Survey on Multi-modal Signals fusion for Smart Healthcare Systems,” invited article to appear (under revision) in Elsevier’s Information Fusion
2. C. Ou and F. Karray, “Enhancing Driver Distraction Recognition Using Generative Adversarial Networks,” IEEE Trans. Intelligent Vehicles, vol. 5, no. 3, 2020, pp.385-396
3. C. Ou and F. Karray, “ Deep Learning-based Driving Maneuver Prediction System, IEEE Trans. On Vehicular Technology, vol. 69, no. 2, 2020, pp. 1328-1340
4. H. Ben Amara and F. Karray, “End to End Multiview Gesture Recognition for Autonomous Car Parking System,” Int. Journal of Instrumentation, vol. 6, no. 3, 2019, pp.76-89
5. A. ElKhatib, C. Ou, and F. Karray, “ Driver Inattention Detection in the Context of Designing the Next generation Autonomous Vehicles: Survey” in the IEEE Transactions on Intelligent Transportation Systems, doi: 10.1109/TITS.2019.2940874, 2019, pp. 1-14,
6. A. Koesdwiady, F. Karray, “New Results on Multi-step Traffic Flow Prediction,” to appear in the IEEE Trans. On Intelligent Transportation Systems
7. L. Nassar, F. Karray, “Overview of the Crowdsourcing Process”, Knowledge and Information Systems, Springer, vol. 60, no. 1, pp. 1-24, 2019
8. E. Akhavan, M. Shaaban, E. Elsaadany, F. Karray, “ New EMS to Incorporate Smart Parking Lots into Demand Response, IEEE Trans. on Smart Grid, vol. 9, no. 2, pp. 1376-1386, 2018
9. F. Karray and M. Jamshidi, “Remembering a Pioneer: Mohamed Kamel,” in Journal of Intelligent Automation and Soft Computing, vol. 22, no.2, pp. 167, 2016
10. A. Koesdwiady, R. Soua, F. Karray, and M. Kamel. "Recent Trends in Driver Safety Monitoring Systems: State of the Art and Challenges." IEEE Transactions on Vehicular Technology, vol. 66, no. 6, pp. 4550-4563, 2017
11. A. Kowesdwiady, R. Soua, and F. Karray, “ Improving Traffic Flow prediction with Weather Information in Connected Cars: a Deep Learning Approach,” the IEEE Trans. on Vehicular Technology, vol. 65, no. 12, pp 9508-9517, 2016
12. K. Golestan, B. Khalegui, F. Karray and M.Kamel, “Attention Assist: A High Level Information Fusion Framework for Situation and Threat Assessment in Vehicular AdHoc Network,” in IEEE Trans. on Intelligent Transportation Systems, vol. 10, no. 2, pp. 483- 494, 2016.
13. C. Craye, A. Rashwan, M. Kamel and F. Karray, “A Multimodal Driver Fatigue and Distraction Assessment System,” in Springer’s International Journal on Intelligent Transportation Systems Research, vol. 14, no.3,, pp.173-194, 2016