Traffic Flow Data Preprocessing Method Based on Spatio-temporal Similarity

DOI

10.2991/aetr-17.2018.26How to use a DOI?

Keywords

Spatio-temporal similarity; Traffic flow; Data preprocessing

Abstract

In view of the existing traffic collection system, the information transmission system has many problems such as the failure of the detection device and the failure of data transmission in the data acquisition, transmission and storage operations. In this paper, a method of traffic flow data preprocessing based on spatio-temporal similarity is proposed, which can ensure the data quality of traffic flow basic database by effectively processing dirty data before data extraction and application.

Copyright

© 2018, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Ran Tian
AU  - Shanwei Li
AU  - Guoying Yang
PY  - 2018/03
DA  - 2018/03
TI  - Traffic Flow Data Preprocessing Method Based on Spatio-temporal Similarity
BT  - Proceedings of the 2017 International Conference Advanced Engineering and Technology Research (AETR 2017)
PB  - Atlantis Press
SP  - 128
EP  - 131
SN  - 2352-5401
UR  - https://doi.org/10.2991/aetr-17.2018.26
DO  - 10.2991/aetr-17.2018.26
ID  - Tian2018/03
ER  -