Madame Ayah BARHRHOUJ / PhD student
chercheur en milieu académique*
Contact details
Professional contact details
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Professional experience
Jobs
Research : NON
PhD
Title : Informatique
First registration date : 1 January 2023 / 4A
Doctoral school : Mathématiques et Informatique de Marseille
Subject : L'IA explicable au service de l'analyse prédictive: application au domaine maritime
Thesis supervisor : OULADSINE Mustapha
Thesis co-supervisor : ANANOU Bouchra
Research unit : Laboratoire d'Informatique et des Systèmes
Master's degree
Title : SIR : Systèmes Intelligents et Réseaux, Mention : Bien
September 2022 - Université Sidi Mohamed Ben Abdellah
Publications
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Balancing Feature Selection, Model Accuracy, and Transparency in Maritime Machine Learning: A Trade-Off Analysis
2025
Ayah Barhrhouj, Bouchra Ananou, Mustapha Ouladsine
https://hal.science/hal-05165697v1
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Assessing theImpact ofTemporal Data Aggregation ontheReliability ofPredictive Machine Learning Models
2024
Ayah Barhrhouj, Bouchra Ananou, Mustapha Ouladsine
https://hal.science/hal-04920569v2
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Exploring Explainable Machine Learning forEnhanced Ship Performance Monitoring
2024
Ayah Barhrhouj, Bouchra Ananou, Mustapha Ouladsine
https://hal.science/hal-05023235v1
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Machine-Learning-Based Ship Performance Monitoring: An Overview and Open Perspective
2023
Ayah Barhrhouj, Mustapha Ouladsine, Bouchra Ananou
https://hal.science/hal-05406625v1
Languages
Français : C2 - Courant
Anglais : B2 - Intermédiaire supérieur
Arabe : C2 - Maternel