Federated learning for IoT applications
Yadav, Satya Prakash.

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  • Federated learning for IoT applications
  • 紀錄類型: 書目-電子資源 : Monograph/item
    正題名/作者: Federated learning for IoT applications/ edited by Satya Prakash Yadav ... [et al.].
    其他作者: Yadav, Satya Prakash.
    出版者: Cham :Springer International Publishing : : 2022.,
    面頁冊數: viii, 265 p. :ill. (some col.), digital ;24 cm.
    內容註: Chapter 1. Introduction to Federated Learning -- Chapter 2. Federated Learning for IoT Devices -- Chapter 3. Personalized Federated Learning -- Chapter 4. Federated Learning for an IoT Application -- Chapter 5. Some observations on the behaviour of Federated Learning -- Chapter 6. Federated Learning with Cooperating Devices: A Consensus Approach -- Chapter 7. A prospective study of federated machine learning in medical image fusion -- Chapter 8. Communication-Efficient Federated Learning in Wireless-Edge Architecture -- Chapter 9. Towards Ubiquitous AI in 6G with Federated Learning -- Chapter 10. Federated Learning using Tensor Flow -- Chapter 11. Cyber Security and privacy of Connected and Automated Vehicles (CAVs) based Federated Learning: Challenges, Opportunities and Open Issues -- Chapter 12. Security Issues & Solutions for Healthcare Informatics -- Chapter 13. Federated Learning: Challenges, Methods, and Future Directions -- Chapter 14. Quantum Federated Learning for Wireless Communications -- Chapter 15. Federated machine learning with data mining in health care -- Chapter 16. Federated Learning for data mining in Healthcare.
    Contained By: Springer Nature eBook
    標題: Machine learning. -
    電子資源: https://doi.org/10.1007/978-3-030-85559-8
    ISBN: 9783030855598
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