Publications
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Predictive Maintenance in the Industrial Sector: A CRISP-DM Approach for Developing Accurate Machine Failure Prediction Models
In production systems, avoiding repeated failures is crucial for reducing costs and preventing downtime. Industry 4.0 technologies have enabled companies to collect and analyze real-time data from machines, which helps in identifying and preventing potential problems. By using metrics like MTBF and MTTR and analyzing past failures, we can develop predictive models to prevent future […]
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Proteus the origin story: how users conform their behavior to the appearance of their avatars
Depuis leur émergence, les environnements virtuels représentent un outil innovant pour étudier le comportement humain dans des situations impossibles à simuler autrement. L’une de ces situations est l’incarnation d’un corps virtuel entièrement différent du nôtre (i.e. un avatar). L’étude de ce cas a permis de mettre en évidence l’existence de l’effet Proteus : le fait […]
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Une revue systématique de la littérature autour du biais, de l’équité et de l’explicabilité
Ce travail fournit une analyse d’une bibliographie autour du biais de l’équité et de l’explicabilité des algorithmes de l’IA entre 2015 et 2022. Par une approche de Traite ment Automatique du Langage Naturel, plus précisément la LDA, nous avons extraits 8 sujets traités par cette biblio graphie. Une analyse de la popularité de ces sujets […]
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A comparative study of meta-heuristic algorithms for WSN deployment problem in indoor environments
The wireless sensor deployment problem is one of the major issues in wireless sensor networks (WSNs). It involves designing the optimal network topology within the deployment area in order to maximize network coverage and lifetime and minimize cost and energy consumption under the connectivity constraint. The WSN deployment problem is a challenging NP-hard combinatorial optimization […]
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A framework for modeling and analyzing cyber-physical systems using statistical model checking
The trustworthiness of a cyber–physical system is essential for it to be qualified for utilization in most real-life deployments. This is especially critical for systems that deal with precious human lives. Although these safety-critical systems can be investigated using both experimental testing and model-based verification, accurate models have the potential to permit risk-free mimicking of […]
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Sujets capables et environnements capacitants : des cadres pour penser les situations d’apprentissage pour et dans le travail.
Cuvelier, L., & Fernagu, S. (2023). Sujets capables et environnements capacitants : des cadres pour penser les situations d’apprentissage pour et dans le travail. TransFormations – Recherches en Éducation et Formation des Adultes, 1(25), 130-147.
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An integrated cognitive-motivational model of Ikigai (purpose in life) in the workplace
In the Japanese philosophy of life, ‘ikigai’ broadly refers to having a ‘reason for living’, or a purpose in life. From a phenomenological and empirical viewpoint, ikigai is reported to increase human well-being and even life expectancy. However, it remains difficult to translate, define and formalize with regard to contemporary psychological theories. In this respect, […]
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Investigation of the Protection Efficiency of Repair Mortar Against Chloride Corrosion in Repaired Zones of Reinforced Concrete
In this study, specimens with concrete interfaces and repair mortar were designed to simulate a concrete repair system to investigate the efficiency of seven polymer-based cement repair mortars when they were applied to concrete supports. The steel protection capacity of the mortars against chloride attack and chloride diffusion along the interface between the concrete support […]
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Penser la présence : quelques pistes théoriques
Contribution au débat de la revue Distances et médiations des savoirs sur la “Présence” à distance, dans laquelle je propose deux paradigmes pour comprendre la “présence” : le paradigme phénoménologique utilisé dans certains travaux concernant la réalité virtuelle, et le paradigme mésologique qui l’actualise.
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Octa Pillars-based Approach to Select the Best Blockchain-based Solutions in Healthcare Information Exchange
Nowadays, health care has become a constant concern of all countries around the world, especially after the emergence of the Coronavirus (COVID-19) and all its variants. Billions of dollars are being paid through the World Health Organization to improve health care. Scientific research laboratories play a pioneering role in this area as well. Due to […]
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A Hybrid Aggregation Approach for Federated Learning to Improve Energy Consumption in Smart Buildings
As the world’s economy and urbanization develop rapidly, energy shortages and pollution are becoming major challenges. In general, buildings are responsible for approximately 40% of global energy consumption. To combat this challenge, the adoption of intelligent buildings is strongly recommended. Therefore, through the data collected by the smart buildings, effective solutions should be incorporated to […]
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Modelling the Integrated Production Scheduling and Vehicle Routing Problem
In this paper, we study an integrated production scheduling and vehicle routing problem. On the production side, a set of jobs has to be scheduled on identical parallel machines considering release dates and due dates. On the deliv-ery side, orders must be delivered to customers using several vehicles with lim-ited capacity. The objective is to […]
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