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Transportation Letters
The International Journal of Transportation Research
Volume 12, 2020 - Issue 6
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Research Article

Applying an ensemble-based model to travel choice behavior in travel demand forecasting under uncertainties

Long Chenga Jiangsu Key Laboratory of Urban ITS, Southeast University, Nanjing, China;b Department of Civil and Environmental Engineering, The Hong Kong Polytechnic University, Hong Kong, China;c Department of Geography, Ghent University, Ghent, BelgiumView further author information
,
Xinjun Laid School of Electro-Mechanical Engineering, Guangdong University of Technology, Guangzhou, ChinaCorrespondence[email protected]
View further author information
,
Xuewu Chena Jiangsu Key Laboratory of Urban ITS, Southeast University, Nanjing, ChinaView further author information
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Shuo Yanga Jiangsu Key Laboratory of Urban ITS, Southeast University, Nanjing, ChinaView further author information
,
Jonas De Vosc Department of Geography, Ghent University, Ghent, BelgiumORCID Iconhttps://orcid.org/0000-0003-4919-2157View further author information
ORCID Icon &
Frank Witloxc Department of Geography, Ghent University, Ghent, Belgium;e Department of Geography, University of Tartu, Tartu, Estoni;f College of Civil Aviation, Nanjing University of Aeronautics and Astronautics, Nanjing, ChinaView further author information
Pages 375-385 | Published online: 11 Apr 2019

Citations (7)

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Liu Yang & Qianxi Zhao. (2023) An aggressive driving state recognition model using EEG based on stacking ensemble learning. Journal of Transportation Safety & Security 0:0, pages 1-22.
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Shahrbanoo Rezaei, Anahita Khojandi, Antora Mohsena Haque, Candace Brakewood, Mingzhou Jin & Christopher Cherry. (2022) Performance evaluation of mode choice models under balanced and imbalanced data assumptions. Transportation Letters 14:8, pages 920-932.
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Ida Kristoffersson, Andrew Daly, Staffan Algers & Stehn Svalgård-Jarcem. (2022) Representing travel cost variation in large-scale models of long-distance passenger transport. Transportation Letters 14:7, pages 778-786.
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Articles from other publishers (4)

Wendong Chen, Xuewu Chen, Long Cheng, Jingxu Chen & Sui Tao. (2024) Locating new docked bike sharing stations considering demand suitability and spatial accessibility. Travel Behaviour and Society 34, pages 100675.
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Yuhang Liu, Jun Chen, Yuchen Wang & Wei Wang. (2023) Interpretable machine learning models for detecting fine-grained transport modes by multi-source data. Electronic Research Archive 31:11, pages 6844-6865.
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Huixia Yu. (2022) An Effective Model for Forecasting Travel Consumer Demand Using Big Data Analysis. Advances in Data Science and Adaptive Analysis 14:01n02.
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Ziwen Song, Feng Sun, Rongji Zhang, Yingcui Du & Chenchen Li. (2021) Prediction of Road Network Traffic State Using the NARX Neural Network. Journal of Advanced Transportation 2021, pages 1-17.
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