Managing and Analyzing Big Traffic Data-An Uncertain Time Series Approach

Jilin Hu

doi:10.54337/aau306584084

Managing and Analyzing Big Traffic Data-An Uncertain Time Series Approach

Research output: Book/Report › Ph.D. thesis

299 Downloads (Pure)

Original language	English

Publisher	Aalborg Universitetsforlag
Number of pages	149
ISBN (Electronic)	978-87-7210-364-8
DOIs	https://doi.org/10.54337/aau306584084
Publication status	Published - 7 May 2019

Series	Ph.d.-serien for Det Tekniske Fakultet for IT og Design, Aalborg Universitet
ISSN	2446-1628

Bibliographical note

PhD supervisor: Prof. Christian S. Jensen
Aalborg University

PhD Co-Supervisor: Prof. Bin Yang
Aalborg University

Keywords

Spatio-Temporal
Time Series
Uncertain Data
Machine Learning

Access to Document

10.54337/aau306584084

PHD_Jilin_Hu_E-pdfFinal published version, 7.07 MB

1 Article in proceeding
1 Journal article

Stochastic Weight Completion for Road Networks using Graph Convolutional Networks
Hu, J., Guo, C., Yang, B. & Jensen, C. S., 2019, Proceedings of 35th IEEE International Conference on Data Engineering, ICDE 2019. IEEE, p. 1274-1285 12 p. 8731475. (Proceedings of the International Conference on Data Engineering).
Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
47 Citations (Scopus)
Risk-aware path selection with time-varying, uncertain travel costs: a time series approach
Hu, J., Yang, B., Guo, C. & Jensen, C. S., 1 Apr 2018, In: VLDB Journal. 27, 2, p. 179–200 22 p.
Research output: Contribution to journal › Journal article › Research › peer-review
38 Citations (Scopus)

Cite this

@phdthesis{9c871b823d77443a920932487d706daf,

title = "Managing and Analyzing Big Traffic Data-An Uncertain Time Series Approach",

keywords = "Spatio-Temporal, Time Series, Uncertain Data, Machine Learning",

author = "Jilin Hu",

note = "PhD supervisor: Prof. Christian S. Jensen Aalborg University PhD Co-Supervisor: Prof. Bin Yang Aalborg University",

year = "2019",

month = may,

day = "7",

doi = "10.54337/aau306584084",

language = "English",

series = "Ph.d.-serien for Det Tekniske Fakultet for IT og Design, Aalborg Universitet",

publisher = "Aalborg Universitetsforlag",

}

TY - BOOK

T1 - Managing and Analyzing Big Traffic Data-An Uncertain Time Series Approach

AU - Hu, Jilin

N1 - PhD supervisor: Prof. Christian S. Jensen Aalborg University PhD Co-Supervisor: Prof. Bin Yang Aalborg University

PY - 2019/5/7

Y1 - 2019/5/7

KW - Spatio-Temporal

KW - Time Series

KW - Uncertain Data

KW - Machine Learning

U2 - 10.54337/aau306584084

DO - 10.54337/aau306584084

M3 - Ph.D. thesis

T3 - Ph.d.-serien for Det Tekniske Fakultet for IT og Design, Aalborg Universitet

BT - Managing and Analyzing Big Traffic Data-An Uncertain Time Series Approach

PB - Aalborg Universitetsforlag

ER -

Managing and Analyzing Big Traffic Data-An Uncertain Time Series Approach

Bibliographical note

Keywords

Access to Document

Research output

Stochastic Weight Completion for Road Networks using Graph Convolutional Networks

Risk-aware path selection with time-varying, uncertain travel costs: a time series approach

Cite this