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

doi:10.1016/j.trc.2015.03.003

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

Tsinghua University
Jiangsu Province Collaborative Innovation Center of Modern Urban Traffic Technologies
Indiana State University

Research output: Contribution to journal › Article › peer-review

Original language	English
Pages (from-to)	292-307
Number of pages	16
Journal	Transportation Research Part C: Emerging Technologies
Volume	58
DOIs	https://doi.org/10.1016/j.trc.2015.03.003
State	Published - Sep 1 2015
Externally published	Yes

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

Access to Document

10.1016/j.trc.2015.03.003

Cite this

@article{cfed6a08639442cc9bb29c9da6befe30,

title = "Robust causal dependence mining in big data network and its application to traffic flow predictions",

keywords = "Big Data, Causal dependence, Lasso regression, Robust, Traffic flow prediction",

author = "Li Li and Xiaonan Su and Yanwei Wang and Yuetong Lin and Zhiheng Li and Yuebiao Li",

note = "Publisher Copyright: {\textcopyright} 2015 Elsevier Ltd.",

year = "2015",

month = sep,

day = "1",

doi = "10.1016/j.trc.2015.03.003",

language = "English",

volume = "58",

pages = "292--307",

journal = "Transportation Research Part C: Emerging Technologies",

issn = "0968-090X",

publisher = "Elsevier Ltd.",

}

TY - JOUR

T1 - Robust causal dependence mining in big data network and its application to traffic flow predictions

AU - Li, Li

AU - Su, Xiaonan

AU - Wang, Yanwei

AU - Lin, Yuetong

AU - Li, Zhiheng

AU - Li, Yuebiao

PY - 2015/9/1

Y1 - 2015/9/1

KW - Big Data

KW - Causal dependence

KW - Lasso regression

KW - Robust

KW - Traffic flow prediction

UR - https://www.scopus.com/pages/publications/84940460996

UR - https://www.scopus.com/pages/publications/84940460996#tab=citedBy

U2 - 10.1016/j.trc.2015.03.003

DO - 10.1016/j.trc.2015.03.003

M3 - Article

AN - SCOPUS:84940460996

SN - 0968-090X

VL - 58

SP - 292

EP - 307

JO - Transportation Research Part C: Emerging Technologies

JF - Transportation Research Part C: Emerging Technologies

ER -

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

ASJC Scopus Subject Areas

Keywords

Access to Document

Other files and links

Cite this