Publications

• Communication dans un congrès

Where Are We and Where Can We Go on the Road to Reliance-Aware Explainable User Interfaces?

José Cezar de Souza Filho, Rafik Belloum, Káthia Marçal de Oliveira

With the widespread use of machine learning for algorithmic decision-making, Explainable Artificial Intelligence (XAI) systems are increasingly important. However, they are not always understandable and trustworthy for end-users, who should know when to rely on AI's advice to make informed…

2024 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC), Sep 2024, Liverpool, United Kingdom. pp.282-288, ⟨10.1109/VL/HCC60511.2024.00038⟩. ⟨hal-04744528⟩

• Communication dans un congrès

Modèles numériques de simulation de comportements pour un futur transport résilient, Digital models of behavioural simulation for a future resilient transport

Frédéric Vanderhaegen, Richard Philippe, Nassiba Khelladi

L’article propose une démarche méthodologique pour déterminer des modèles de comportements humains, techniques ou organisationnels et les simuler afin d’en vérifier la cohérence et de prévenir des risques potentiels en vue d’améliorer la résilience des futurs systèmes sociotechniques en se…, The article proposes a methodological approach to determine models of human, technical or organizational behaviors and simulate them in order to verify their consistency and prevent potential risks with a view to improving the resilience of future socio-technical systems by focusing on three…

LambdaMu - 24, Oct 2024, Bourges, France. ⟨hal-04878761⟩

• Article dans une revue

Stress-based topological shape optimization for thick shells using the level set method and trimmed non-conforming multi-patch isogeometric analysis

Fernando Hübner Scherer, Malek Zarroug, Hakim Naceur, Andrei Constantinescu

This paper introduces a novel method for optimal shape design of thick shells. We consider shells based on the Reissner-Mindlin theory, with the assumption of linear elastic material behavior. The goal is to find the optimal material distribution within the shell's mid-surface. This is…

Structural and Multidisciplinary Optimization, 2024, 67 (10), pp.177. ⟨10.1007/s00158-024-03892-x⟩. ⟨hal-04758595⟩

• Thèse

Human-Machine Cooperation for the deployment of automated trains : Driver assistance in a remote authority transfer situation, Coopération Humain-Machine pour le déploiement du train autonome : Assistance à la conduite dans une situation de transfert d’autorité

Quentin Gadmer

Rail transport has historically been a pioneer in terms of autonomous transport, notably with the deployment of automated metro systems. However, extending automation to open main lines still seems complicated. Although the activity and technologies will inevitably evolve in the direction of the…, Dans le milieu ferroviaire, qui a été un des précurseurs des transports autonomes, notamment grâce au déploiement du métro automatisé, l'extension de l’automatisation à des grandes lignes ouvertes semble encore compliquée. Bien que les technologies et l’activité évoluent inévitablement en…

Human-Computer Interaction [cs.HC]. Université Polytechnique Hauts-de-France, 2024. English. ⟨NNT : 2024UPHF0030⟩. ⟨tel-04891513⟩

• Article dans une revue

Controllability of heterogeneous multi-agent systems via cooperative output regulation

Jun Jiang, Yiwen Chen, Othman Lakhal, Rochdi Merzouki

Journal of The Franklin Institute, 2024, 361 (15), pp.107133. ⟨10.1016/j.jfranklin.2024.107133⟩. ⟨hal-04687211⟩

• Ouvrages

Conférence Nationale d’Intelligence Artificielle Année 2024

Emmanuel Adam, Thomas Guyet, Benoit Le Blanc, Dominique Longin, Nadia Abchiche-Mimouni, Ghislain Atemezing, Nathalie Aussenac-Gilles, Jean-Guy Mailly, Catherine Roussey, François Schwarzentruber, Anaelle Wilczynski, Haïfa Zargayouna

Activités de l'AFIA du 1er août 2022 au 31 juillet 2024, et sélection de papiers issus de PFIA 2024

Association Française pour l'Intelligence Artificielle, 2024. ⟨hal-04748891⟩

• Article dans une revue

Combining real data and expert knowledge to build a Bayesian Network — Application to assess multiple risk factors for fall among elderly people

Gulshan Sihag, Véronique Delcroix, Emmanuelle Grislin-Le Strugeon, Xavier Siebert, Sylvain Piechowiak, François Puisieux

Building a prediction model based on both real data and expert knowledge can be challenging. We experienced this difficulty in our context of predicting fall risk factors in the elderly, where two sources of data were available: hand-reported information from medical consultations and expert…

Expert Systems with Applications, 2024, 252, pp.124106. ⟨10.1016/j.eswa.2024.124106⟩. ⟨hal-04649596⟩

• Article dans une revue

Topology optimization of curved thick shells using level set method and non-conforming multi-patch isogeometric analysis

Fernando Hübner Scherer, Malek Zarroug, Hakim Naceur, Andrei Constantinescu

We present a novel framework for topological shape optimization of curved non-conforming multi-patch and trimmed thick-shells subjected to external loads. Our method integrates the level set method (LSM) with a diffuse interface, a Hadamard shape derivative, and multi- patch isogeometric analysis (…

Computer Methods in Applied Mechanics and Engineering, 2024, 430, pp.117205. ⟨10.1016/j.cma.2024.117205⟩. ⟨hal-04758603⟩

• Communication dans un congrès

Ethical issues in the use of Generative Artificial Intelligence in performance management: Industrial case studies

Lamia Berrah, Damien Trentesaux, Frederic Guerre-Chaley

<div><p>Generative Artificial Intelligence (GAI) presents significant potential for managing Industry 4.0 companies performance, driving efficiency, reactivity and innovation and enhancing thus the performance. However, despite its advantages, the use of GAI also has several limitations…

SOHOMA 2024, Technical University of Applied Sciences. - Augsburg, Germany (Allemagne), Sep 2024, Augsburg, Germany. ⟨hal-04745414⟩

• Communication dans un congrès

An Efficient Decentralized Fine-grained Access Control for IoT Ecosystems over NDN

Ferhat Mecerhed, Youcef Imine, Antoine Gallais, Stefan Fischer, Mohamed Ahmed Hail

2024 International Conference on Software, Telecommunications and Computer Networks (SoftCOM), Sep 2024, Split, France. pp.1-6, ⟨10.23919/SoftCOM62040.2024.10721767⟩. ⟨hal-05031066⟩