Machine Learning for Networking: First International Conference, Mln 2018, Paris, France, November 27-29, 2018, Revised Selected Papers
暫譯: 網路機器學習:第一屆國際會議 Mln 2018,法國巴黎,2018年11月27-29日,修訂選定論文集

Renault, Eric, Muhlethaler, Paul, Boumerdassi, Selma

  • 出版商: Springer
  • 出版日期: 2019-05-10
  • 售價: $3,720
  • 貴賓價: 9.5$3,534
  • 語言: 英文
  • 頁數: 388
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3030199444
  • ISBN-13: 9783030199449
  • 相關分類: Machine Learning
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

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.

商品描述(中文翻譯)

本書是2018年11月在法國巴黎舉行的第一屆國際網絡機器學習會議(MLN 2018)的經過徹底審核的會議論文集。該卷收錄了22篇經過修訂的完整論文,這些論文是從48篇提交的稿件中仔細審核和選出的。它們展示了以下主題的新趨勢:深度學習和強化學習;網絡的模式識別和分類;用於網絡切片優化、5G系統、用戶行為預測、多媒體、物聯網、安全和保護的機器學習;優化和新創新的機器學習方法;機器學習算法的性能分析;機器學習的實驗評估;異構網絡中的數據挖掘;分佈式和去中心化的機器學習算法;智能雲支持的通信、資源分配、能源感知/綠色通信、軟體定義網絡、合作網絡、定位和導航系統、無線通信、無線傳感器網絡、水下傳感器網絡。