Transportmetrica A: Transport Science, Volume 16, Issue 1 (2020)

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Transportmetrica A: Transport Science, Volume 16, Issue 1 (2020)

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Spatiotemporal Big Data Analytics for Transportation Applications

Guest Editorial

Editorial
Special Issue on Spatiotemporal Big Data Analytics for Transportation Applications
Bi Yu Chen & Mei-Po Kwan
Pages: 1-4
Published online: 19 Jan 2020
First Page PreviewforSpecial Issue on Spatiotemporal Big Data Analytics for Transportation Applications | Full Text | References | PDF (411.5 KB) | EPUB
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Free Access

Original Articles

Article
Using spatio-temporal data for estimating missing cycling counts: a multiple imputation approach
Mohamed El Esawey
Pages: 5-22
Published online: 26 Feb 2018
AbstractforUsing spatio-temporal data for estimating missing cycling counts: a multiple imputation approach | Full Text | References | PDF (2 MB) | EPUB
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Article
Crowding valuation in urban tram and bus transportation based on smart card data
Menno Yap, Oded Cats & Bart van Arem
Pages: 23-42
Published online: 25 Oct 2018
AbstractforCrowding valuation in urban tram and bus transportation based on smart card data | Full Text | References | PDF (2.1 MB) | EPUB
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Open Access
Article
Shared-use mobility competition: a trip-level analysis of taxi, bikeshare, and transit mode choice in Washington, DC
Timothy F. Welch, Steven R. Gehrke & Alyas Widita
Pages: 43-55
Published online: 21 Sep 2018
AbstractforShared-use mobility competition: a trip-level analysis of taxi, bikeshare, and transit mode choice in Washington, DC | Full Text | References | PDF (1.4 MB) | EPUB
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Article
A classification of public transit users with smart card data based on time series distance metrics and a hierarchical clustering method
Li He, Bruno Agard & Martin Trépanier
Pages: 56-75
Published online: 12 Jun 2018
AbstractforA classification of public transit users with smart card data based on time series distance metrics and a hierarchical clustering method | Full Text | References | PDF (2.9 MB) | EPUB
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Article
Understanding public transit patterns with open geodemographics to facilitate public transport planning
Yunzhe Liu & Tao Cheng
Pages: 76-103
Published online: 12 Jul 2018
AbstractforUnderstanding public transit patterns with open geodemographics to facilitate public transport planning | Full Text | References | PDF (5.9 MB) | EPUB
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Open Access
Article
Real-time road traffic state prediction based on kernel-KNN
Dongwei Xu, Yongdong Wang, Peng Peng, Shen Beilun, Zhang Deng & Haifeng Guo
Pages: 104-118
Published online: 11 Jul 2018
AbstractforReal-time road traffic state prediction based on kernel-KNN | Full Text | References | PDF (1.5 MB) | EPUB
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Article
Predicting future locations of moving objects with deep fuzzy-LSTM networks
Mingxiao Li, Feng Lu, Hengcai Zhang & Jie Chen
Pages: 119-136
Published online: 05 Dec 2018
AbstractforPredicting future locations of moving objects with deep fuzzy-LSTM networks | Full Text | References | PDF (2.2 MB) | EPUB
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Article
Unveiling cabdrivers’ dining behavior patterns for site selection of ‘taxi canteen’ using taxi trajectory data
Pengxiang Zhao, Xintao Liu, Mei-Po Kwan & Wenzhong Shi
Pages: 137-160
Published online: 11 Aug 2018
AbstractforUnveiling cabdrivers’ dining behavior patterns for site selection of ‘taxi canteen’ using taxi trajectory data | Full Text | References | PDF (4.6 MB) | EPUB
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