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EdgeGuard: Decentralized Medical Resource Orchestration via Blockchain-Secured Federated Learning in IoMT Networks
Published 2024-12-01“…In this study, we present EdgeGuard, a novel decentralized architecture that combines blockchain technology, federated learning, and edge computing to address those challenges and coordinate medical resources across IoMT networks. …”
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<i>VFL-Cafe</i>: Communication-Efficient Vertical Federated Learning via Dynamic Caching and Feature Selection
Published 2025-01-01“…Vertical Federated Learning (VFL) is a promising category of Federated Learning that enables collaborative model training among distributed parties with data privacy protection. …”
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New design paradigm for federated edge learning towards 6G:task-oriented resource management strategies
Published 2022-06-01“…The rich data at the edge enables it to serve artificial intelligence model training, and design wireless resource management strategies with the goal of optimizing learning performance (such as optimizing model training time, learning convergence, etc.). Methods: Using the federated learning network architecture, this paper analyzes the resource allocation and user scheduling schemes: 1. …”
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A Federated Learning Framework for Enhanced Data Security and Cyber Intrusion Detection in Distributed Network of Underwater Drones
Published 2025-01-01“…To address these challenges, this study proposes a Federated Learning (FL) framework specifically tailored for underwater networks. …”
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Development of architectural environment of underground structures of public and trading complexes on the example of reconstruction of Paveletsky station square
Published 2024-01-01“…Active integration of landscape elements into the structure of the centres is caused by the need for environmental rehabilitation of urban areas in accordance with the Environmental Safety Strategy of the Russian Federation until 2025. The aim of the research is to identify the peculiarities of the development in the 2020s of the architectural environment of multi-level underground structures of public and trade complexes in the context of reconstruction of the central districts of large and major cities in areas that include a large urban square, using the example of the “Paveletskaya Plaza” underground multifunctional centre. …”
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François Hébert-Suffrin et Christian Sapin, L’architecture carolingienne en France et en Europe
Published 2022-12-01Get full text
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Book Review - Museum Configurations: An Inquiry into the Design of Spatial Syntaxes
Published 2024-12-01Get full text
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A Collaborative Privacy Preserved Federated Learning Framework for Pneumonia Detection using Diverse Chest X-ray Data Silos
Published 2025-04-01“…To address these challenges, a decentralized, federated learning framework has been proposed for early pneumonia detection in chest X-ray images with a 5-client architecture. …”
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L’évolution des charpentes d’églises du Val d’Oise, du XIe au XXe siècle
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FEDECOM: Enabling cross-border energy exchange by federating energy communities [version 2; peer review: 1 approved, 2 approved with reservations]
Published 2025-02-01“…The FEDECOM project (Federated-system approach for flexible and interoperable energy communities) is a European Union-funded project aimed at fostering the integration and flexibility of local energy systems by demonstrating the potential of cross-border energy exchange by energy sector coupling through a federation of energy communities. …”
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L’enceinte médiévale de Blois : quelques précisions sur un ensemble méconnu
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