Publications
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A Survey of Artificial Intelligence Based WSNs Deployment Techniquesand Related Objectives Modeling
Recent advances in hardware and communication technologies have accelerated the deployment of billions of wireless sensors. This transformation has created a wide range of applications adapted to the evolving trends of our daily life requirements. Wireless sensor networks (WSNs) could be deployed in several target areas including buildings, forests, oceans, and smart cities. Nevertheless, finding […]
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Building Occupancy Detection using Machine Learning-based Approaches: Evaluation and Comparison
Building occupants and systems have huge impact on total energy use of the building due to their interaction with the building envelope and systems. The human factor and their behavior play a significant role in this process, and their influence must be considered. As a result, occupant behavior analysis and their detection, estimation, and prediction […]
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View Selection for Industrial Object Recognition
The last industrial revolutions and the digital transformation have led to a rise of robotics and to the emergence of the concept of digital twin. A major challenge falls within the update of this virtual representation, so that the supervision operator and the system itself can take appropriate decisions. One way to achieve that is […]
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GUEZ_Système d’instruments et environnement capacitant
Cet article s’intéresse au cours à distance en temps de pandémie. Nous proposons une analyse de dix entretiens d’explicitation avec des enseignants qui exercent dans l’enseignement supérieur pour répondre à deux objectifs : 1) identifier les instruments privilégiés et leurs usages pour assurer une continuité pédagogique à distance ; 2) distinguer les freins et leviers […]
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AM modular plant for on-site production
A dditive manufacturing is a leading technology that is offering flexibility in production : on site production, close to the needs therefore reducing logistics and lead time . Movable solutions exist to deploy an additive manufacturing system on site using container , which is easy to transport N evertheless, there was no movable solution i […]
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Leader-Assisted Client Selection for Federated Learning in IoT via the Cooperation of Nearby Devices
Federated learning is a form of distributed learning in which each participating node is handled as a client and is responsible for the training of a model using only its local data. The participation of inappropriate clients, on the other hand, may have a substantial impact on reliability, which would entail a significant consumption of […]
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Deep transferable learning on heartbeat classification for imbalance dataset
Electrocardiogram (ECG) data recorded by medical devices are hard to analyze manually. Therefore, it is important to analyze and categorize each heartbeat using machine learning. Recently, advancements in machine learning have made classification of complex data easy and fast. However, these machine learning algorithms require sufficient amount of training data and have limited performance in […]
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Ikigai assessment in a western work context
The measurement of well-being is widely studied in the literature but may still benefit from a multicultural viewpoint. We present a new approach by measuring the ikigai of individuals. Ikigai is part of the Japanese philosophy of life purpose and well-being. Japanese research offers the Ikigai-9 scale (Imai, 2012) based on a three-dimensional model measuring: […]
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Conception universelle, lead user et intelligence émotionnelle
L’objet de cette conférence était de présenter les résultats de notre étude portant sur l’identification des caractéristiques des lead users, à soir l’empathie et la compétence dans le domaine.
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Impliquer les managers dans le développement des compétences de leurs équipes avec l’intégration de dynamiques apprenantes: construire des environnements capacitants
Comprendre comment l’idée d’environnement capacitant revisite les modalités de management
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Comportements des PME en termes de pratiques d’innovation ouverte
Cet article vise à explorer les comportements existants au sein des PME en termes de pratiques d’innovation ouverte. L’objectif est d’aider les praticiens dans leur prise de décision concernant les pratiques à mettre en oeuvre et les stratégies d’innovation à poursuivre selon les caractéristiques organisationnelles des PME. Nos résultats, basés une enquête auprès de 85 […]
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