Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12081)
Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)
Included in the following conference series:
Conference proceedings info: MLN 2019.
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About this book
This book constitutes the thoroughly refereed proceedings of the Second International Conference on Machine Learning for Networking, MLN 2019, held in Paris, France, in December 2019. The 26 revised full papers included in the volume were carefully reviewed and selected from 75 submissions. They present and discuss new trends in deep and reinforcement learning, patternrecognition and classi cation for networks, machine learning for network slicingoptimization, 5G system, user behavior prediction, multimedia, IoT, securityand protection, optimization and new innovative machine learning methods, performanceanalysis of machine learning algorithms, experimental evaluations ofmachine learning, data mining in heterogeneous networks, distributed and decentralizedmachine learning algorithms, intelligent cloud-support communications,ressource allocation, energy-aware communications, software de ned networks,cooperative networks, positioning and navigation systems, wireless communications,wireless sensor networks, underwater sensor networks.
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Table of contents (32 papers)
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Front Matter
Other volumes
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Machine Learning for Networking
Editors and Affiliations
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Bibliographic Information
Book Title: Machine Learning for Networking
Book Subtitle: Second IFIP TC 6 International Conference, MLN 2019, Paris, France, December 3–5, 2019, Revised Selected Papers
Editors: Selma Boumerdassi, Éric Renault, Paul Mühlethaler
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-030-45778-5
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: IFIP International Federation for Information Processing 2020
Softcover ISBN: 978-3-030-45777-8Published: 20 April 2020
eBook ISBN: 978-3-030-45778-5Published: 19 April 2020
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XIII, 486
Number of Illustrations: 84 b/w illustrations, 183 illustrations in colour
Topics: Data Mining and Knowledge Discovery, Computer Systems Organization and Communication Networks, Computer Applications, Security
Keywords
- artificial intelligence
- communication systems
- computer crime
- computer networks
- computer security
- computer systems
- cryptography
- data security
- education
- engineering
- internet
- learning
- machine learning
- network protocols
- signal processing
- telecommunication networks
- telecommunication systems
- telecommunication traffic
- wireless telecommunication systems
