Loubna Benabbou

According to our database, Loubna Benabbou authored at least 41 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Towards a connection between the capacitated vehicle routing problem and the constrained centroid-based clustering.

Abdelhakim Abdellaoui, Loubna Benabbou, Issmail El Hallaoui

CoRR, 2024

2023

Rule-Extraction Methods From Feedforward Neural Networks: A Systematic Literature Review.

Sara El Mekkaoui, Loubna Benabbou, Abdelaziz Berrado

CoRR, 2023

What if We Enrich day-ahead Solar Irradiance Time Series Forecasting with Spatio-Temporal Context?

Oussama Boussif, Ghait Boukachab, Dan Assouline, Stefano Massaroli, Tianle Yuan, Loubna Benabbou, Yoshua Bengio

CoRR, 2023

Towards an Effective Electrical Market Design: Identifying and Defining Key Criteria for Decision-Making.

Souhaila Chiguer, Loubna Benabbou, Hanane Dagdougui, Ismail Belhaj, Abdelali Djdiaa, Hicham Bouzekri, Abdelaziz Berrado

Proceedings of the 14th International Conference on Intelligent Systems: Theories and Applications, 2023

Deep Learning Approaches for Vessel Estimated Time of Arrival Prediction: A Case Study on the Saint Lawrence River.

Ismail Bourzak, Sara El Mekkaoui, Abdelaziz Berrado, Stéphane Caron, Loubna Benabbou

Proceedings of the 14th International Conference on Intelligent Systems: Theories and Applications, 2023

Deep Learning Model for Multi-Step Ahead Prediction of Solar Irradiance: Case of Study of Morocco.

Saad Benbrahim, Loubna Benabbou, Hanane Dagdougui, Ismail Belhaj, Abdelali Djdiaa, Hicham Bouzekri, Abdelaziz Berrado

Proceedings of the 14th International Conference on Intelligent Systems: Theories and Applications, 2023

Electricity demand Forecasting: A systematic literature review.

Ayoub Atanane, Loubna Benabbou, Abderrazak El Ouafi

Proceedings of the 14th International Conference on Intelligent Systems: Theories and Applications, 2023

Improving *day-ahead* Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal Context.

Oussama Boussif, Ghait Boukachab, Dan Assouline, Stefano Massaroli, Tianle Yuan, Loubna Benabbou, Yoshua Bengio

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

MAgNet: Mesh Agnostic Neural PDE Solver.

Oussama Boussif, Yoshua Bengio, Loubna Benabbou, Dan Assouline

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Aligning Information Technology and Supply Chain: An Approach to Map SCOR to COBIT.

Hakim Bouayad, Loubna Benabbou, Abdelaziz Berrado

Int. J. Inf. Syst. Model. Des., 2021

2020

A Compilation and Analysis of Critical Success Factors for the ERP Implementation.

Mohamed-Iliasse Mahraz, Loubna Benabbou, Abdelaziz Berrado

Int. J. Enterp. Inf. Syst., 2020

Comparison of MCDM Methods for Multi-echelon Inventory System Selection Problem.

Nouçaiba Sbai, Loubna Benabbou, Abdelaziz Berrado

Proceedings of the SITA'20: Theories and Applications, 2020

Predicting Ships Estimated Time of Arrival based on AIS Data.

Sara El Mekkaoui, Loubna Benabbou, Abdelaziz Berrado

Proceedings of the SITA'20: Theories and Applications, 2020

An AHP Based Approach for Multi-echelon Inventory System Selection: Case of Distribution Systems.

Nouçaiba Sbai, Loubna Benabbou, Abdelaziz Berrado

Proceedings of the 5th International Conference on Logistics Operations Management, 2020

A Systematic Literature Review of Machine Learning Applications for Port's Operations.

Sara El Mekkaoui, Loubna Benabbou, Abdelaziz Berrado

Proceedings of the 5th International Conference on Logistics Operations Management, 2020

Is Machine Learning Revolutionizing Supply Chain?

Mohamed-Iliasse Mahraz, Loubna Benabbou, Abdelaziz Berrado

Proceedings of the 5th International Conference on Logistics Operations Management, 2020

Managing Stakeholder Participation in Transport Decision Making: Perspective of Public Pharmaceuticals Supply Chain in Morocco.

Afaf Haial, Abdelaziz Berrado, Loubna Benabbou

Proceedings of the 5th International Conference on Logistics Operations Management, 2020

Composite indicators for assessing health care supply chains.

Zoubida Chorfi, Abdelaziz Berrado, Loubna Benabbou

Proceedings of the 5th International Conference on Logistics Operations Management, 2020

A fuzzy TOPSIS based approach for alignment of information technology strategy in supply chains.

Hakim Bouayad, Loubna Benabbou, Abdelaziz Berrado

Proceedings of the 5th International Conference on Logistics Operations Management, 2020

2018

Short Term Prediction Framework for Moroccan Stock Market Using Artificial Neural Networks.

Badre Labiad, Abdelaziz Berrado, Loubna Benabbou

Proceedings of the 12th International Conference on Intelligent Systems: Theories and Applications, 2018

An Analytic Hierarchy Process based approach for Information technology governance framework selection.

Hakim Bouayad, Loubna Benabbou, Abdelaziz Berrado

Proceedings of the 12th International Conference on Intelligent Systems: Theories and Applications, 2018

2017

Machine Learning Approaches for Traffic Volume Forecasting: A Case Study of the Moroccan Highway Network.

Abderrahim Khalifa, Younes Idsouguou, Loubna Benabbou, Mourad Zirari

CoRR, 2017

2016

A MCDA approach to select a Kanban system for multi-echelon inventory management in a pharmaceutical supply chain.

Malak Mouaky, Abdelaziz Berrado, Loubna Benabbou

Proceedings of the 11th International Conference on Intelligent Systems: Theories and Applications, 2016

Strategic decision processes classification framework using UTADIS.

Samia Laghrabli, Loubna Benabbou, Abdelaziz Berrado

Proceedings of the 11th International Conference on Intelligent Systems: Theories and Applications, 2016

Machine learning techniques for short term stock movements classification for Moroccan stock exchange.

Badre Labiad, Abdelaziz Berrado, Loubna Benabbou

Proceedings of the 11th International Conference on Intelligent Systems: Theories and Applications, 2016

Scheduling unloading operations in a railway terminal.

Sanae Kouismi, Loubna Benabbou, Najiba Sbihi, Bernard Penz

Proceedings of the 11th International Conference on Intelligent Systems: Theories and Applications, 2016

A classification based framework for credit risk assessment in the Moroccan financial market.

Khadija Alaoui Hamidi, Abdelaziz Berrado, Loubna Benabbou, Anas Tarmouti

Proceedings of the 11th International Conference on Intelligent Systems: Theories and Applications, 2016

A model for classification of outsourcing related organizational risks in a pharmaceutical supply chain.

Aida Elamrani, Loubna Benabbou, Abdelaziz Berrado

Proceedings of the 11th International Conference on Intelligent Systems: Theories and Applications, 2016

An experimental approach for dimensioning healthcare supply chains.

Zoubida Chorfi, Loubna Benabbou, Abdelaziz Berrado

Proceedings of the 11th International Conference on Intelligent Systems: Theories and Applications, 2016

Toward consumption characterization in a pharmaceutical products supply chain.

Mohamed Amine Serbout, Abdelaziz Berrado, Loubna Benabbou

Proceedings of the 3rd International Conference on Logistics Operations Management, 2016

A Kanban based system for multi-echelon inventory management: The case of pharmaceutical supply chain.

Malak Mouaky, Abdelaziz Berrado, Loubna Benabbou

Proceedings of the 3rd International Conference on Logistics Operations Management, 2016

A decision aid process for strategic insourcing/outsourcing in a supply chain.

Asmae El Mokrini, Loubna Benabbou, Abdelaziz Berrado

Proceedings of the 3rd International Conference on Logistics Operations Management, 2016

Multi-criteria decision aid model for transportation supplier selection: Case of a pharmaceutical supply chain.

Samia Laghrabli, Loubna Benabbou, Abdelaziz Berrado

Proceedings of the 3rd International Conference on Logistics Operations Management, 2016

A discrete time model for storage and scheduling operations in container terminal.

Sanae Kouismi, Loubna Benabbou, Najiba Sbihi

Proceedings of the 3rd International Conference on Logistics Operations Management, 2016

A framework for designing a transportation strategy: The case of a pharmaceuticals supply chain.

Afaf Haial, Abdelaziz Berrado, Loubna Benabbou

Proceedings of the 3rd International Conference on Logistics Operations Management, 2016

A framework for identification and classification of outsourcing related organizational risks in a pharmaceutical supply chain.

Aida Elamrani, Loubna Benabbou, Abdelaziz Berrado

Proceedings of the 3rd International Conference on Logistics Operations Management, 2016

A two stage DEA approach for evaluating the performance of public pharmaceutical products supply chains.

Zoubida Chorfi, Loubna Benabbou, Abdelaziz Berrado

Proceedings of the 3rd International Conference on Logistics Operations Management, 2016

2015

A new methodology for literature review analysis using association rules mining.

Samia Laghrabli, Loubna Benabbou, Abdelaziz Berrado

Proceedings of the 10th International Conference on Intelligent Systems: Theories and Applications, 2015

Multi-criteria distribution network selection.

A. Elmokrini, Loubna Benabbou, Abdelaziz Berrado

Proceedings of the 10th International Conference on Intelligent Systems: Theories and Applications, 2015

Selection of Key Performance Indicators for Supply Chain monitoring using MCDA.

Zoubida Chorfi, Abdelaziz Berrado, Loubna Benabbou

Proceedings of the 10th International Conference on Intelligent Systems: Theories and Applications, 2015

Towards a new framework for clustering in a mixed data space: Case of gasoline service stations segmentation in Morocco.

Mounir Lahlou Kassi, Abdelaziz Berrado, Loubna Benabbou, K. Benabdelkader

Proceedings of the 12th IEEE/ACS International Conference of Computer Systems and Applications, 2015