Overview
- Includes supplementary material: sn.pub/extras
Part of the book series: Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering (LNICST, volume 183)
Included in the following conference series:
Conference proceedings info: MLICOM 2016.
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About this book
The 41 revised full papers were carefully reviewed and selected from 47 submissions. The papers are organized thematically: data mining in heterogeneous networks, decentralized learning for wireless communication systems, intelligent cooperative/distributed coding, intelligent cooperative networks, Intelligent massive MIMO, time coded multi-user MIMO System based on three dimensional complementary codes, intelligent positioning and navigation systems, intelligent spectrum allocation schemes, machine learning algorithm & cognitive radio networks, machine learning for multimedia.
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Keywords
- antennas
- Bayesian analysis
- cognitive radio
- data mining
- frequency allocation
- localization
- machine learning
- modeling
- multiple-input and multiple-output (MIMO)
- network algorithms
- network protocols
- power allocation
- routing
- sensor networks
- signal processing
- simulation
- telecommunication networks
- wireless communication
- wireless networks
Table of contents (41 papers)
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Intelligent Positioning and Navigation Systems
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Intelligent Spectrum (or Resource Block) Allocation Schemes
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Machine Learning Algorithm and Cognitive Radio Networks
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Machine Learning and Information Processing in Wireless Sensor Networks
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Machine Learning for Multimedia
Other volumes
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Machine Learning and Intelligent Communications
Editors and Affiliations
Bibliographic Information
Book Title: Machine Learning and Intelligent Communications
Book Subtitle: First International Conference, MLICOM 2016, Shanghai, China, August 27-28, 2016, Revised Selected Papers
Editors: Huang Xin-lin
Series Title: Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
DOI: https://doi.org/10.1007/978-3-319-52730-7
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 2017
Softcover ISBN: 978-3-319-52729-1Published: 03 February 2017
eBook ISBN: 978-3-319-52730-7Published: 27 January 2017
Series ISSN: 1867-8211
Series E-ISSN: 1867-822X
Edition Number: 1
Number of Pages: XII, 414
Number of Illustrations: 200 b/w illustrations
Topics: Computer Communication Networks, Artificial Intelligence, Data Mining and Knowledge Discovery, Special Purpose and Application-Based Systems, Simulation and Modeling