Traffic flow online prediction based on a generative adversarial network with multi-source data

10.3390/su132112188

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Main Authors: Sun, Tuo, Sun, Bo, Jiang, Zehao, Hao, Ruochen, Xie, Jiemin
Other Authors: CIVIL & ENVIRONMENTAL ENGINEERING
Format: Article
Published: MDPI 2022
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Online Access:https://scholarbank.nus.edu.sg/handle/10635/232968
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Institution: National University of Singapore
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spelling sg-nus-scholar.10635-2329682022-10-13T05:01:11Z Traffic flow online prediction based on a generative adversarial network with multi-source data Sun, Tuo Sun, Bo Jiang, Zehao Hao, Ruochen Xie, Jiemin CIVIL & ENVIRONMENTAL ENGINEERING Convolutional neural network Improved generating adversarial network Long short-term memory Multi-dimensional indicators Rolling time domain Traffic flow prediction 10.3390/su132112188 Sustainability (Switzerland) 13 21 12188 2022-10-13T05:01:09Z 2022-10-13T05:01:09Z 2021-11-04 Article Sun, Tuo, Sun, Bo, Jiang, Zehao, Hao, Ruochen, Xie, Jiemin (2021-11-04). Traffic flow online prediction based on a generative adversarial network with multi-source data. Sustainability (Switzerland) 13 (21) : 12188. ScholarBank@NUS Repository. https://doi.org/10.3390/su132112188 2071-1050 https://scholarbank.nus.edu.sg/handle/10635/232968 Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/ MDPI Scopus OA2021
institution National University of Singapore
building NUS Library
continent Asia
country Singapore
Singapore
content_provider NUS Library
collection ScholarBank@NUS
topic Convolutional neural network
Improved generating adversarial network
Long short-term memory
Multi-dimensional indicators
Rolling time domain
Traffic flow prediction
spellingShingle Convolutional neural network
Improved generating adversarial network
Long short-term memory
Multi-dimensional indicators
Rolling time domain
Traffic flow prediction
Sun, Tuo
Sun, Bo
Jiang, Zehao
Hao, Ruochen
Xie, Jiemin
Traffic flow online prediction based on a generative adversarial network with multi-source data
description 10.3390/su132112188
author2 CIVIL & ENVIRONMENTAL ENGINEERING
author_facet CIVIL & ENVIRONMENTAL ENGINEERING
Sun, Tuo
Sun, Bo
Jiang, Zehao
Hao, Ruochen
Xie, Jiemin
format Article
author Sun, Tuo
Sun, Bo
Jiang, Zehao
Hao, Ruochen
Xie, Jiemin
author_sort Sun, Tuo
title Traffic flow online prediction based on a generative adversarial network with multi-source data
title_short Traffic flow online prediction based on a generative adversarial network with multi-source data
title_full Traffic flow online prediction based on a generative adversarial network with multi-source data
title_fullStr Traffic flow online prediction based on a generative adversarial network with multi-source data
title_full_unstemmed Traffic flow online prediction based on a generative adversarial network with multi-source data
title_sort traffic flow online prediction based on a generative adversarial network with multi-source data
publisher MDPI
publishDate 2022
url https://scholarbank.nus.edu.sg/handle/10635/232968
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