Machine Learning for Networking

£49.99

Machine Learning for Networking

4th International Conference, MLN 2021, Virtual Event, December 1–3, 2021, Proceedings

Network hardware Data mining Applied computing Expert systems / knowledge-based systems

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Collection: Lecture Notes in Computer Science

Language: English

Published by: Springer

Published on: 22nd March 2022

Format: LCP-protected ePub

Size: 22 Mb

ISBN: 9783030989781


Conference Details

This book constitutes the thoroughly refereed proceedings of the 4th International Conference on Machine Learning for Networking, MLN 2021, held in Paris, France, in December 2021.

Content and Topics

The 10 revised full papers included in the volume were carefully reviewed and selected from 30 submissions. They present and discuss new trends in deep and reinforcement learning, pattern recognition and classification for networks, machine learning for network slicing optimization, 5G systems, user behavior prediction, multimedia, IoT, security and protection, optimization and new innovative machine learning methods, performance analysis of machine learning algorithms, experimental evaluations of machine learning, data mining in heterogeneous networks, distributed and decentralized machine learning algorithms, intelligent cloud-support communications, resource allocation, energy-aware communications, software-defined networks, cooperative networks, positioning and navigation systems, wireless communications, wireless sensor networks, and underwater sensor networks.

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