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Machine Learning for Networking: first international conference, MLN 2018, Paris, France, November 27-29, 2018, revised selected papers
- Source :
- MLN 2018: 1st international conference on Machine Learning for Networking, MLN 2018: 1st international conference on Machine Learning for Networking, Nov 2018, Paris, France. 11407, Springer, 388 p., 2019, Lecture Notes in Computer Science (LNCS), 978-3-030-19944-9. ⟨10.1007/978-3-030-19945-6⟩, Lecture Notes in Computer Science ISBN: 9783030199449
- Publication Year :
- 2019
- Publisher :
- HAL CCSD, 2019.
-
Abstract
- International audience; 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.
- Subjects :
- User interfaces
Sensor networks
Ad hoc networks
Artificial intelligence
Human-Computer Interaction (HCI)
Computer science
02 engineering and technology
Learning algorithms
Machine learning
computer.software_genre
[INFO.INFO-NI]Computer Science [cs]/Networking and Internet Architecture [cs.NI]
Bandwidth
0203 mechanical engineering
0202 electrical engineering, electronic engineering, information engineering
Reinforcement learning
Wireless telecommunication systems
[INFO]Computer Science [cs]
Data security
Wireless networks
Computer networks
Internet
Artificial neural network
Routers
business.industry
Sensors
Telecommunication networks
020206 networking & telecommunications
020302 automobile design & engineering
Wireless sensor networks
Telecommunication traffic
Mobile telecommunication systems
business
computer
Wireless sensor network
Neural networks
Subjects
Details
- Language :
- English
- ISBN :
- 978-3-030-19944-9
- ISBNs :
- 9783030199449
- Database :
- OpenAIRE
- Journal :
- MLN 2018: 1st international conference on Machine Learning for Networking, MLN 2018: 1st international conference on Machine Learning for Networking, Nov 2018, Paris, France. 11407, Springer, 388 p., 2019, Lecture Notes in Computer Science (LNCS), 978-3-030-19944-9. ⟨10.1007/978-3-030-19945-6⟩, Lecture Notes in Computer Science ISBN: 9783030199449
- Accession number :
- edsair.doi.dedup.....4ce25953d7ecad96fa78bcd15aac437e