Sara El Mekkaoui : Publications : GERAD

Jul 2023

A Deep learning based vessel arrivals monitoring via autoregressive statistical control charts for low-carbon shipping

Sara El Mekkaoui, Loubna Benabbou, Stéphane Caron, and Abdelaziz Berrado

World Conference on Transport Research - WCTR 2023, Montréal, Canada, 2023 BibTeX reference

Jun 2023

Prédiction de la vitesse des navires basée sur l'apprentissage profond pour la gestion intelligente du trafic maritime au Saint-Laurent

Sara El Mekkaoui, Loubna Benabbou, Stéphane Caron, and Abdelaziz Berrado

Congrès RQM: Avenir maritime, 2023 BibTeX reference

Jun 2022

Sara El Mekkaoui, Loubna Benabbou, and Abdelaziz Berrado

IFAC-PapersOnLine, 55(10), Nantes, France, 3172–3177, 2022 BibTeX reference

Mar 2022

Sara El Mekkaoui, Abdelaziz Berrado, and Loubna Benabbou

Proceedings of the International Conference on Industrial Engineering and Operations Management, Istanbul, Turkey, 2022 BibTeX reference

Aug 2021

Machine Learning based Approach for Predicting Vessels Estimated Time of Arrivals

Sara El Mekkaoui, Loubna Benabbou, and Abdelaziz Berrado

Forum Diversity and Inclusion in AI à IJCAI 2021, Montréal, Canada, 2021 BibTeX reference

Dec 2020

A Way Toward Low-Carbon Shipping: Improving Port Operations Planning using Machine Learning

Sara El Mekkaoui, Loubna Benabbou, and Abdelaziz Berrado

AICC Workshop, The 34rd Neural Information Processing Systems (NeurIPS 2020), 2020 BibTeX reference

GERAD