One Convolutional Layer Model For Parking Occupancy Detection. - Soumia Goumiri; Dalila Benboudjema; Wojciech Pieczynski (ISC2, 2021)

A new hybrid model of convolutional neural networks and hidden Markov chains for image classification. - Soumia Goumiri; Dalila Benboudjema; Wojciech Pieczynski (Neural Comput. Appl., 2023)

Smart Mobility in Smart Cities: Emerging challenges, recent advances and future directions. - Soumia Goumiri; Saïd Yahiaoui; Soufiene Djahel (J. Intell. Transp. Syst., 2025)