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Federated Learning Based Intelligent Systems to Handle Issues and Challenges in IoVs (Part 1) by Puneet Garg at Abbey's Bookshop,
Federated Learning Based Intelligent Systems to Handle Issues and Challenges in IoVs (Part 1)
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Puneet Garg Jyoti Agarwal

Federated Learning Based Intelligent Systems to Handle Issues and Challenges in IoVs

Part 1

Puneet Garg,  Jyoti Agarwal,  Hardeo Kumar Thakur

$186.95   $159.20

Paperback

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English
Bentham Science Publishers
13 December 2024
Pattern recognition; Computer vision
Series: Federated Learning for Internet of Vehicles: Iov Image Processing, Vision and Intelligent Systems
Federated Learning Based Intelligent Systems to Handle Issues and Challenges in IoVs (Part 1) examines how federated learning can address key challenges within the Internet of Vehicles, from data security to routing efficiency. This volume explores how federated learning, a decentralized approach to machine learning, enables secure and adaptive IoV systems that enhance road safety, optimize traffic flow, and support reliable data sharing. Chapters cover essential topics, including technologies to address IoV routing issues, secure data exchange using blockchain, privacy-preserving methods, and NLP applications for vehicle safety. By combining theoretical insights with practical solutions, the book highlights how federated learning fosters scalable, resilient IoV systems that respond dynamically to the demands of connected vehicles.

Key Features:

- Addresses data privacy, secure communication, and adaptive solutions in IoV - Explores federated learning applications in real-time IoV systems - Combines practical examples with theoretical foundations in IoV technology - Includes emerging research areas in IoV federated learning frameworks
Edited by:   , ,
Imprint:   Bentham Science Publishers
Volume:   3
Dimensions:   Height: 254mm,  Width: 178mm,  Spine: 16mm
Weight:   581g
ISBN:   9789815313048
ISBN 10:   9815313045
Series:   Federated Learning for Internet of Vehicles: Iov Image Processing, Vision and Intelligent Systems
Pages:   238
Publication Date:  
Audience:   General/trade ,  ELT Advanced
Format:   Paperback
Publisher's Status:   Active

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