Sara El Mekkaoui

According to our database, Sara El Mekkaoui authored at least 7 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

The Probabilistic Tsetlin Machine: A Novel Approach to Uncertainty Quantification.

Kuruge Darshana Abeyrathna, Sara El Mekkaoui, Andreas Hafver, Christian Agrell

CoRR, 2024

2023

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

Sara El Mekkaoui, Loubna Benabbou, Abdelaziz Berrado

CoRR, 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

Extension of Regression Tsetlin Machine for Interpretable Uncertainty Assessment.

Kuruge Darshana Abeyrathna, Sara El Mekkaoui, L. Yi Edward, Andreas Hafver, Ole-Christoffer Granmo

Proceedings of the Rules and Reasoning - 7th International Joint Conference, 2023

Neural Networks based Conformal Prediction for Pipeline Structural Response.

Sara El Mekkaoui, Carla J. Ferreira, Juan Camilo Guevara Gómez, Christian Agrell, Nicholas James Vaughan, Hans Olav Heggen

Proceedings of the Conformal and Probabilistic Prediction with Applications, 2023

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

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