Ayah Barhrhouj

According to our database, Ayah Barhrhouj authored at least 6 papers between 2024 and 2025.

Collaborative distances:

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

2025

XStacking: Explanation-Guided Stacked Ensemble Learning.

Moncef Garouani, Ayah Barhrhouj, Olivier Teste

CoRR, July, 2025

XStacking : An effective and inherently explainable framework for stacked ensemble learning.

Moncef Garouani, Ayah Barhrhouj, Olivier Teste

Inf. Fusion, 2025

Balancing Feature Selection, Model Accuracy, and Transparency in Maritime Machine Learning: A Trade-Off Analysis.

Ayah Barhrhouj, Bouchra Ananou, Mustapha Ouladsine

Proceedings of the 33rd Mediterranean Conference on Control and Automation, 2025

2024

Exploring Explainable Machine Learning for Enhanced Ship Performance Monitoring.

Ayah Barhrhouj, Bouchra Ananou, Mustapha Ouladsine

Proceedings of the Machine Learning, Optimization, and Data Science, 2024

Assessing the Impact of Temporal Data Aggregation on the Reliability of Predictive Machine Learning Models.

Ayah Barhrhouj, Bouchra Ananou, Mustapha Ouladsine

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2024, 2024

Investigating the Duality of Interpretability and Explainability in Machine Learning.

Moncef Garouani, Josiane Mothe, Ayah Barhrhouj, Julien Aligon

Proceedings of the 36th IEEE International Conference on Tools with Artificial Intelligence, 2024