Abdelhafid Zeroual received his M.Sc. degree in Industrial Computing from the University of Larbi Ben M’Hidi Oum El Bouaghi in 2011 and his Ph.D. degree in Automatic, Industrial Computing and Signal Processing from the University of Guelma in 2017. Now he works as a Lecturer and Researcher on Automatics Engineering and Intelligent Transportation Systems at the Department of Electrical Engineering, University of Skikda, Algeria. His research interests include traffic modeling, estimation and control, traffic monitoring and congestion detection, hybrid system applications, control, estimation, classification methodologies, and deep-learning approaches.