Robust causal dependence mining in big data network and its application to traffic flow predictions

Li Li, Xiaonan Su, Yanwei Wang, Yuetong Lin, Zhiheng Li, Yuebiao Li

Research output: Contribution to journalArticlepeer-review

Original languageEnglish
Pages (from-to)292-307
Number of pages16
JournalTransportation Research Part C: Emerging Technologies
Volume58
DOIs
StatePublished - Sep 1 2015
Externally publishedYes

ASJC Scopus Subject Areas

  • Civil and Structural Engineering
  • Automotive Engineering
  • Transportation
  • Management Science and Operations Research

Keywords

  • Big Data
  • Causal dependence
  • Lasso regression
  • Robust
  • Traffic flow prediction

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