EdgeGuard: Decentralized Medical Resource Orchestration via Blockchain-Secured Federated Learning in IoMT Networks by Sakshi Patni, Joohyung Lee

“…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 by Jiahui Zhou, Han Liang, Tian Wu, Xiaoxi Zhang, Yu Jiang, Chee Wei Tan

“…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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A Federated Learning Framework for Enhanced Data Security and Cyber Intrusion Detection in Distributed Network of Underwater Drones by Mansahaj Singh Popli, Rudra Pratap Singh, Navneet Kaur Popli, Mohammad Mamun

“…To address these challenges, this study proposes a Federated Learning (FL) framework specifically tailored for underwater networks. …”
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Histopathological Characterization and Whole Exome Sequencing of Ectopic Thyroid: Fetal Architecture in a Functional Ectopic Gland from Adult Patient by Rosalinda Yasato Camargo, Cristina Takami Kanamura, Celso Ubirajara Friguglietti, Célia Regina Nogueira, Sonia Iorcansky, Alfio José Tincani, Ana Karina Bezerra, Ester Brust, Fernanda Christtanini Koyama, Anamaria Aranha Camargo, Fernanda Orpinelli R. Rego, Pedro Alexandre Favoretto Galante, Geraldo Medeiros-Neto, Ileana Gabriela Sanchez Rubio

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A Collaborative Privacy Preserved Federated Learning Framework for Pneumonia Detection using Diverse Chest X-ray Data Silos by Shagun Sharma, Kalpna Guleria

“…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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in brief by Елена Григорьева, Юлия Никифорова

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Path and Practice of Gap Management in National Parks: A Comparison Between China and the US and Inspirations Therefrom by Yun MA, Siyuan HE

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FEDECOM: Enabling cross-border energy exchange by federating energy communities [version 2; peer review: 1 approved, 2 approved with reservations] by Zia Lennard

“…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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Application of differential privacy to sensor data in water quality monitoring task by Audris Arzovs, Sergei Parshutin, Valts Urbanovics, Janis Rubulis, Sandis Dejus

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Wooden temple as a marker of the Russian traditional identity by Анна Пермиловская

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Professional and creative path of architect Pavel Pavlovich Golyshev by N. V. Algazina

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Identification of Candidate Genes Associated with Meat Production of Aberdeen Angus Cattle by Vladimir Kolpakov, Elena Bukareva, Dianna Kosyan, Alexey Ruchay, Vitaly Ryazanov

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BIG DATA: HOW CAN INFORMATION TECHNOLOGIES HELP THE STATISTICS SERVICE TO INCREASE EFFICIENCY OF CALCULATION OF THE CONSUMER PRICE INDEX by A. Mikhajlova

“…The business and information technology (IT) architecture of the ROSSTAT were developed with the help of the step-by-step instruction for the development of architecture TOGAF (The Open Group Architecture Framework).…”
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Advancements in training and deployment strategies for AI-based intrusion detection systems in IoT: a systematic literature review by S. Kumar Reddy Mallidi, Rajeswara Rao Ramisetty

“…It then examines various IDS architectures and delves into the integration of machine learning (ML) and deep learning (DL) technologies that improve detection capabilities and system responsiveness. …”
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Hybrider l’urbain et l’agricole : du lexique au projet de paysage by Axelle Thierry

“…From this perspective, the strengthening of approaches in landscape architecture opens up new prospects for federating actors, developing joint projects and thus promoting complementarity between urban and agricultural spaces.…”
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Supply of hospitals’ navigation system accessibility for various population groups from the perspective of lean production by A. A. Kurmangulov, S. D. Mazunina, Yu. S. Reshetnikova, N. S. Brynza

“…The accumulated experience in implementing projects with the implementation of the concept of lean production in outpatient medical institutions of the Russian Federation suggests that a rationally designed and deployed navigation system can be an effective tool for visualization in a lean production methodology. …”
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Advancements in photovoltaic efficiency: The role of fluorine-doped CZTS in homojunction solar cells by Milad Yousefizad, Zohreh Golshan Bafghi, Amirmohammad Shahriyari, Andia Javanmardi, Naser Hakimi Raad, Ashraf Ahmadi Shadmehri, Siavosh Samoodi, Negin Manavizadeh, Ali Moafi

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State organization for reconstruction of cities in Western Siberia in postwar period (Omsk situation) by V. S. Kuzevanov

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Advancing UAV Communications: A Comprehensive Survey of Cutting-Edge Machine Learning Techniques by Chenrui Sun, Gianluca Fontanesi, Berk Canberk, Amirhossein Mohajerzadeh, Symeon Chatzinotas, David Grace, Hamed Ahmadi

“…We therefore conduct a comprehensive review of advanced ML strategies, ranging from federated learning, transfer and meta-learning to explainable AI, to address those challenges. …”
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Improving the University Digital Infrastructure Management System: Practice of Social Network Analysis by A. A. Azarov, E. V. Brodovskaya, V. A. Lukushin

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