Concepedia

Rail Demand Forecasting

Rail Demand Forecasting is a predictive modeling method within transportation planning that estimates future passenger or freight rail travel demand by analyzing historical data, service attributes, socioeconomic factors, and behavioral patterns specific to rail networks.

88

Publications

2.9K

Citations

201

Authors

93

Institutions

Publications per year

2017–2026

30

Parents

Publications

88

Recent applications of big data analytics in railway transportation systems: A survey

Faeze Ghofrani, Rob M.P. Goverde, Xiang Liu · Transportation Research Part C Emerging Technologies · 2018 · 314 citations

, , +16

Short-term forecasting of high-speed rail demand: A hybrid approach combining ensemble empirical mode decomposition and gray support vector machine with real-world applications in China

Xiushan Jiang, Lei Zhang, Xiqun Chen · Transportation Research Part C Emerging Technologies · 2014 · 162 citations

, , +17

Short-term origin-destination demand prediction in urban rail transit systems: A channel-wise attentive split-convolutional neural network method

Jinlei Zhang, Hongshu Che, Wei Ma et al. · Transportation Research Part C Emerging Technologies · 2021 · 162 citations · Full text

, , +14

Forecasting passenger travel demand for air and high-speed rail integration service: A case study of Beijing-Guangzhou corridor, China

Zhichun Li, Dian Sheng · Transportation Research Part A Policy and Practice · 2016 · 129 citations

, , +17

How (In)accurate Are Demand Forecasts in Public Works Projects?: The Case of Transportation

Bent Flyvbjerg, Mette Skamris Holm, Søren L. Buhl · Journal of the American Planning Association · 2005 · 121 citations · Full text

, , +17

1–5 of 88

Authors

201

  1. MW
    Mark Wardman

    University of Leeds, United Kingdom

    5 publications · 220 citations

    5

    h-index

  2. SB
    Simon Blainey

    University of Southampton, United Kingdom

    3 publications · 105 citations

    4

    h-index

  3. JP
    John Preston

    University of Southampton, United Kingdom

    2 publications · 54 citations

    3

    h-index

  4. LA
    Len A. Usvyat

    Renal Research Institute, United States

    3 publications · 66 citations

    3

    h-index

  5. CL
    Clayton Lane

    Parsons Brinckerhoff, United States

    3 publications · 66 citations

    3

    h-index

1–5 of 201

Institutions

93

  1. Beijing Jiaotong University

    Beijing, China

    9 h-index

    19 publications

    772 citations

  2. University of Southampton

    Southampton, United Kingdom

    5 h-index

    5 publications

    135 citations

  3. University of Leeds

    Leeds, United Kingdom

    5 h-index

    10 publications

    395 citations

  4. Central South University

    Changsha, China

    4 h-index

    8 publications

    118 citations

  5. University of Naples Federico II

    Naples, Italy

    3 h-index

    3 publications

    87 citations

  6. Southwest Jiaotong University

    Chengdu, China

    3 h-index

    6 publications

    141 citations

  7. Massachusetts Institute of Technology

    Cambridge, United States

    3 h-index

    6 publications

    334 citations

  8. Aalborg University

    Aalborg, Denmark

    2 h-index

    4 publications

    172 citations

1–8 of 93

Venues

  1. 10

    h-index

  2. Journal of Advanced Transportation

    3 publications · 81 citations

    3

    h-index

  3. 3

    h-index

  4. Transport Reviews

    2 publications · 67 citations

    2

    h-index

  5. 2

    h-index

1–5