Henri Sohier

According to our database, Henri Sohier authored at least 9 papers between 2019 and 2024.

Collaborative distances:

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

2024

An overview of key trustworthiness attributes and KPIs for trusted ML-based systems engineering.

Juliette Mattioli, Henri Sohier, Agnès Delaborde, Kahina Amokrane-Ferka, Afef Awadid, Zakaria Chihani, Souhaiel Khalfaoui, Gabriel Pedroza

AI Ethics, February, 2024

Exploration Principles for Decision-Making Systems with Binary Feedbacks.

Henri Sohier, Romain Barbedienne, Sara Yasmine Ouerk, Sinitandjon Yaya Yeo

Proceedings of the IEEE International Systems Conference, 2024

AI Systems Trustworthiness Assessment: State of the Art.

Afef Awadid, Kahina Amokrane-Ferka, Henri Sohier, Juliette Mattioli, Faouzi Adjed, Martin Gonzalez, Souhaiel Khalfaoui

Proceedings of the 12th International Conference on Model-Based Software and Systems Engineering, 2024

ML System Engineering Supported by a Body of Knowledge.

Juliette Mattioli, Dominique Tachet, Fabien Tschirhart, Henri Sohier, Loic Cantat, Boris Robert

Proceedings of the 16th International Joint Conference on Knowledge Discovery, 2024

2023

Towards a holistic approach for AI trustworthiness assessment based upon aids for multi-criteria aggregation.

Juliette Mattioli, Henri Sohier, Agnès Delaborde, Gabriel Pedroza, Kahina Amokrane-Ferka, Afef Awadid, Zakaria Chihani, Souhaiel Khalfaoui

Proceedings of the Workshop on Artificial Intelligence Safety 2023 (SafeAI 2023) co-located with the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023), 2023

2022

Empowering the trustworthiness of ML-based critical systems through engineering activities.

Juliette Mattioli, Agnès Delaborde, Souhaiel Khalfaoui, Freddy Lécué, Henri Sohier, Frédéric Jurie

CoRR, 2022

2021

Improving simulation specification with MBSE for better simulation validation and reuse.

Henri Sohier, Pascal Lamothe, Sahar Guermazi, Mouadh Yagoubi, Pascal Menegazzi, Aldo Maddaloni

Syst. Eng., 2021

2019

A Tooled Methodology for the System Architect's Needs in Simulation with Autonomous Driving Application.

Henri Sohier, Sahar Guermazi, Mouadh Yagoubi, Pascal Lamothe, Aldo Maddaloni, Pascal Menegazzi, Yining Huang

Proceedings of the 2019 IEEE International Systems Conference, 2019

Simulation Architecture Definition for Complex Systems Design: A Tooled Methodology.

Jean-Patrick Brunet, Henri Sohier, Mouadh Yagoubi, Mathieu Bisquay, Pascal Lamothe, Pascal Menegazzi

Proceedings of the Tenth International Conference on Complex Systems Design & Management, 2019