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文章基本信息

  • 标题:On short-term traffic flow forecasting and its reliability
  • 本地全文:下载
  • 作者:Hassane Abouaïssa ; Michel Fliess ; Cédric Join
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2016
  • 卷号:49
  • 期号:12
  • 页码:111-116
  • DOI:10.1016/j.ifacol.2016.07.559
  • 语种:English
  • 出版社:Elsevier
  • 摘要:Recent advances in time series, where deterministic and stochastic modelings as well as the storage and analysis of big data are useless, permit a new approach to short-term traffic flow forecasting and to its reliability, i.e., to the traffic volatility. Several convincing computer simulations, which utilize concrete data, are presented and discussed.
  • 关键词:Road traffictransportation controlmanagement systemsintelligent knowledge-based systemstime seriesforecastspersistenceriskvolatilityfinancial engineering
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