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Federated Learning Applications in the Industrial Internet of Everything (IoE)

Federated Learning Applications in the Industrial Internet of Everything (IoE) - Studies in Systems, Decision and Control

Hardback (19 Sep 2025)

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Publisher's Synopsis

This book presents a comprehensive exploration of federated learning and its transformative potential across industries, focusing on privacy-preserving, decentralized AI solutions. It introduces novel frameworks and applications in healthcare, smart transportation, energy optimization, and Industry 4.0, emphasizing real-world use cases and addressing key challenges in privacy, scalability, and collaboration. By bridging theory and practice, the book provides actionable insights into implementing federated learning for dynamic, interconnected ecosystems like the Industrial Internet of Everything (IoE). Aimed at researchers, practitioners, and policymakers, it offers cutting-edge strategies to enhance efficiency, security, and innovation in diverse industrial domains.

Book information

ISBN: 9783031992698
Publisher: Springer Nature Switzerland
Imprint: Springer
Pub date:
Language: English
Number of pages: 276
Weight: -1g
Height: 235mm
Width: 155mm