ATTICA: A Dataset for Arabic Text-Based Traffic Panels Detection. - Kaoutar Sefrioui Boujemaa; Mohammed Akallouch; Ismail Berrada; Khalid Fardousse; Afaf Bouhoute (IEEE Access, 2021)

UM6P-CS at SemEval-2022 Task 11: Enhancing Multilingual and Code-Mixed Complex Named Entity Recognition via Pseudo Labels using Multilingual Transformer. - Abdellah El Mekki; Abdelkader El Mahdaouy; Mohammed Akallouch; Ismail Berrada; Ahmed Khoumsi (SemEval@NAACL, 2022)

Prediction and Privacy Scheme for Traffic Flow Estimation on the Highway Road Network. - Mohammed Akallouch; Oussama Akallouch; Khalid Fardousse; Afaf Bouhoute; Ismail Berrada (Inf., 2022)

ASAYAR: A Dataset for Arabic-Latin Scene Text Localization in Highway Traffic Panels. - Mohammed Akallouch; Kaoutar Sefrioui Boujemaa; Afaf Bouhoute; Khalid Fardousse; Ismail Berrada (IEEE Trans. Intell. Transp. Syst., 2022)

Exploring the Risk Factors Influencing the Road Accident Severity: Prediction with Explanation. - Mohammed Akallouch; Khalid Fardousse; Afaf Bouhoute; Ismail Berrada (IWCMC, 2023)

On the atout ticket learning problem for neural networks and its application in securing federated learning exchanges. - Abdelhak Bouayad; Mohammed Akallouch; Abdelkader El Mahdaouy; Hamza Alami; Ismail Berrada (J. Inf. Secur. Appl., 2024)