Federated Learning Applications in the Industrial Internet of Everything (IoE)
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...
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| Ente Autore: | |
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| Altri autori: | , , , |
| Natura: | Elettronico eBook |
| Lingua: | inglese |
| Pubblicazione: |
Cham :
Springer Nature Switzerland : Imprint: Springer,
2025.
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| Edizione: | 1st ed. 2025. |
| Serie: | Studies in Systems, Decision and Control,
611 |
| Soggetti: | |
| Accesso online: | https://doi.org/10.1007/978-3-031-99270-4 |
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Sommario:
- -- Introduction to Federated Learning and its applications in the IoE
- Techniques used in Federated Learning
- Federated Learning in the Manufacturing Industry
- Federated Learning in the Transportation Industry
- Federated Learning in the Healthcare Industry
- Challenges and Opportunities in Federated Learning for the IoE
- Conclusion and future research directions, etc.