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Machine Learning for Networking

First International Conference, MLN 2018, Paris, France, November 27–29, 2018, Revised Selected Papers

Selma Boumerdassi editor Éric Renault editor Paul Mühlethaler editor

Format:Paperback

Publisher:Springer Nature Switzerland AG

Published:10th May '19

Currently unavailable, and unfortunately no date known when it will be back

Machine Learning for Networking cover

This book constitutes the thoroughly refereed proceedings of the First International Conference on Machine Learning for Networking, MLN 2018, held in Paris, France, in November 2018.

The 22 revised full papers included in the volume were carefully reviewed and selected from 48 submissions. They present new trends in the following topics: Deep and reinforcement learning; Pattern recognition and classification for networks; Machine learning for network slicing optimization, 5G system, 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/green communications, software defined networks, cooperative networks, positioning and navigation systems, wireless communications, wireless sensor networks, underwater sensor networks.

ISBN: 9783030199449

Dimensions: unknown

Weight: unknown

388 pages

1st ed. 2019