Analysis and prediction of railway accident risks using machine learning

Autor: Habib Hadj-Mabrouk

Publikováno v: AIMS Electronics and Electrical Engineering, Vol 4, Iss 1, Pp 19-46 (2020)

The harmful consequences of rail accidents, which sometimes lead to loss of life and the destruction of the system and its environment, are at the basis of the implementation of a "experience feedback" (REX) system considered as the essential means t

Externí odkaz: https://doaj.org/article/ec598a64b7854eb197cd323424ac1bdc

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

Autor: Habib Hadj-Mabrouk

Publikováno v: AIMS Electronics and Electrical Engineering, Vol 3, Iss 1, Pp 33-70 (2019)

As part of the process of certification and commissioning of a new guided or automated rail transport system, the domain experts and in particular the National Safety Authority are responsible for reviewing the safety of the system to ensure that the

Externí odkaz: https://doaj.org/article/b0b16f5bbcaf449c9d041e71d51c3ea0

Decision Support Approach for Assessing of Rail Transport

Autor: Habib Hadj-Mabrouk

Publikováno v: Handbook of Research on Decision Sciences and Applications in the Transportation Sector
In S. Hassan, & A. Mohamed (Eds.). Handbook of Research on Decision Sciences and Applications in the Transportation Sector, Chapter 5, IGI Global, pp.124-146, 2021, ISBN-13: 9781799880400. ⟨10.4018/978-1-7998-8040-0.ch005⟩

International audience; As part of the certification process for a new rail transport system, one of the essential steps is to examine, from a safety point of view that the system (and its technical and human environment) satisfies the regulatory req

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6cf49a7fb3e6a80cf1a5f709a0cdc0e9
https://doi.org/10.4018/978-1-7998-8040-0.ch005

Advances of Machine Learning in Clean Energy and the Transportation Industry

Autor: Habib Hadj-Mabrouk

The seriousness and negative consequences of accidents and incidents in rail transport have forced all players in the rail system to set up an "experience feedback" system (REX) in order to improve operational safety. In this context, the knowledge o

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::51f152c7c31babba772ae20766e0ed50
https://doi.org/10.52305/sjdr3905

Rapport d’avancement AMCER n° 2: 'Acquisition, Modélisation, Capitalisation et Evaluation des Risques'. Application au domaine de la sécurité des transports ferroviaires

Autor: Habib Hadj-Mabrouk

Publikováno v: [Rapport de recherche] VP-Recherche, Université Gustave Eiffel. 2020, 13p
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*. Publications 2020*. Reviewer 2020*. Evaluation de projets en 2020 (Agence National de la Recherche: ANR ; Conseil de recherches en sciences naturelles et en génie du Canada: CRSNG)

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::c272d700b11ddf1ef67b0d835ff3ae38
https://hal.archives-ouvertes.fr/hal-03033379