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  1. Contributions and limitations of AI and machine learning in railway operations, maintenance, and safety: A literature review

    Article • Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability, September 2025, SAGE Publications

    PhD, HDR, Habib Hadj-Mabrouk

  2. Expert System Based on Ontology and Interpretable Machine Learning to Assist in the Discovery of Railway Accident Scenarios

    Article • Computers Materials & Continua, January 2025, Computers, Materials and Continua (Tech Science Press)

    PhD, HDR, Habib Hadj-Mabrouk

  3. A literature review on the applications of artificial intelligence to European rail transport safety

    Article • IET Intelligent Transport Systems, November 2024, the Institution of Engineering and Technology (the IET)

    PhD, HDR, Habib Hadj-Mabrouk

  4. Literature Review on Applications of Ontologies and Knowledge Graphs in Railway Transport Safety

    Article • October 2024, IntechOpen

    PhD, HDR, Habib Hadj-Mabrouk

  5. Approach to Assist in the Discovery of Railway Accident Scenarios Based on Supervised Learning

    Article • January 2023, Springer Science + Business Media

    PhD, HDR, Habib Hadj-Mabrouk

  6. Case-based reasoning for safety assessment of critical software

    Article • Intelligent Decision Technologies, January 2021, IOS Press

    PhD, HDR, Habib Hadj-Mabrouk

  7. Decision Support Approach for Assessing of Rail Transport

    Article • January 2021, IGI Global

    PhD, HDR, Habib Hadj-Mabrouk

  8. Human Factors Affecting Railway Safety

    Article • January 2021, IGI Global

    PhD, HDR, Habib Hadj-Mabrouk

  9. Advances of Machine Learning in Clean Energy and the Transportation Industry

    Article • January 2021, Nova Science Publishers, Inc.

    PhD, HDR, Habib Hadj-Mabrouk

  10. Application of Case-Based Reasoning to the safety assessment of critical software used in rail transport

    Article • Safety Science, November 2020, Elsevier

    PhD, HDR, Habib Hadj-Mabrouk

  11. Analysis and prediction of railway accident risks using machine learning

    Article • AIMS Electronics and Electrical Engineering, January 2020, American Institute of Mathematical Sciences (AIMS)

    PhD, HDR, Habib Hadj-Mabrouk

  12. Contribution of Artificial Intelligence to Risk Assessment of Railway Accidents

    Article • Urban Rail Transit, May 2019, Springer Science + Business Media

    PhD, HDR, Habib Hadj-Mabrouk

  13. Contribution of artificial intelligence and machine learning to the assessment of the safety of critical software used in railway transport

    Article • AIMS Electronics and Electrical Engineering, January 2019, American Institute of Mathematical Sciences (AIMS)

    PhD, HDR, Habib Hadj-Mabrouk

  14. A Hybrid Approach for the Prevention of Railway Accidents Based on Artificial Intelligence

    Article • September 2018, Springer Science + Business Media

    PhD, HDR, Habib Hadj-Mabrouk

  15. New Approach of Assessing Human Errors in Railways

    Article • TRANSACTIONS of the VŠB – Technical University of Ostrava Safety Engineering Series, September 2018, De Gruyter

    PhD, HDR, Habib Hadj-Mabrouk

  16. Contribution of learning CHARADE system of rules for the prevention of rail accidents

    Article • Intelligent Decision Technologies, December 2017, IOS Press

    PhD, HDR, Habib Hadj-Mabrouk

  17. Machine learning from experience feedback on accidents in transport

    Article • July 2017, Institute of Electrical & Electronics Engineers (IEEE)

    PhD, HDR, Habib Hadj-Mabrouk

  18. IMPACT OF HUMAN ERRORS AND HYPO-VIGILANCE ON TRANSPORTATION SAFETY

    Article • International Journal of Research in Engineering and Technology, January 2017, eSAT Publishing House

    PhD, HDR, Habib Hadj-Mabrouk

  19. Machine learning from experience feedback on accidents in transport

    Article • December 2016, Institute of Electrical & Electronics Engineers (IEEE)

    PhD, HDR, Habib Hadj-Mabrouk

  20. Le management des connaissances : contribution à l’analyse, à l’évaluation et à la prévention des risques psychosociaux au travail

    Article • Communication & management, January 2015, CAIRN

    PhD, HDR, Habib Hadj-Mabrouk

  21. Towards a Decision Support System for Security Analysis

    Article • January 2014, Springer Science + Business Media

    Dr Ahmed Maalel, PhD, HDR, Habib Hadj-Mabrouk

  22. Toward a knowledge management approach based on an ontology and Case-based Reasoning (CBR): Application to railroad accidents

    Article • May 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Ahmed Maalel, PhD, HDR, Habib Hadj-Mabrouk

  23. Towards an ontology of help to the modeling of accident scenarii: Application on railroad transport

    Article • March 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Ahmed Maalel, PhD, HDR, Habib Hadj-Mabrouk

  24. Towards a Case-Based Reasoning Approach Based on Ontologies Application to Railroad Accidents

    Article • January 2012, Springer Science + Business Media

    Dr Ahmed Maalel, PhD, HDR, Habib Hadj-Mabrouk

  25. The contribution of machine learning to analyze and evaluate the safety of automated transport systems

    Article • March 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Ahmed Maalel, PhD, HDR, Habib Hadj-Mabrouk

  26. Un modèle générique unifié de représentation et de résolution de problèmes pour la réutilisation des connaissances. Application à l'analyse de sécurité des systèmes de transport automatisés

    Article • Recherche Transports Sécurité, June 2009, Lavoisier

    PhD, HDR, Habib Hadj-Mabrouk

  27. Chronobiologie de la vigilance Approche d'application dans le domaine de la sécurité routière

    Article • Recherche Transports Sécurité, October 2001, Elsevier

    PhD, HDR, Habib Hadj-Mabrouk

  28. Approche d'intégration des facteurs humains dans la sécurité des transports ferroviaires guidés projet «facthus

    Article • Revue Générale des Chemins de Fer, November 1999, Elsevier

    PhD, HDR, Habib Hadj-Mabrouk

  29. Exemple de typologie d'accidents dans le domaine des transports guidés

    Article • Revue Générale des Chemins de Fer, March 1998, Elsevier

    PhD, HDR, Habib Hadj-Mabrouk

  30. Acquisition and Structuration of Knowledge of Safety-Critical Software Specifications

    Article • IFAC Proceedings Volumes, June 1997, Elsevier

    PhD, HDR, Habib Hadj-Mabrouk

  31. International Journal of Multidisciplinary Research and Development

    Article • International Journal of Multidisciplinary Research and Development, AkiNik Publications

    PhD, HDR, Habib Hadj-Mabrouk