Concepedia

Traffic Demand Forecasting

Traffic Demand Forecasting is a systematic analytical process within transportation planning that estimates the future volume and spatial distribution of vehicular movements across a highway network based on socioeconomic and land-use projections, travel behavior models, and network characteristics.

1.7K

Publications

83.2K

Citations

5K

Authors

1.3K

Institutions

Publications per year

2017–2026

870

Variants

Travel Demand Forecasting

Parents

Children

Publications

1.7K

Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction

Junbo Zhang, Yu Zheng, Dekang Qi · Proceedings of the AAAI Conference on Artificial Intelligence · 2017 · 2.2K citations · Full text

, , +15

Short-term traffic forecasting: Where we are and where we’re going

Eleni I. Vlahogianni, Matthew G. Karlaftis, John Golias · Transportation Research Part C Emerging Technologies · 2014 · 1.2K citations

, , +11

Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction

Huaxiu Yao, Fei Wu, Jintao Ke et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 1.1K citations · Full text

, , +16

Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting

Geng Xu, Yaguang Li, Leye Wang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 859 citations · Full text

, , +16

Driving with knowledge from the physical world

Jing Yuan, Yu Zheng, Xing Xie et al. · 2011 · 827 citations

, , +17

1–5 of 1.7K

Authors

5K

  1. HS
    Hani S. Mahmassani

    Northwestern University, United States

    12 publications · 636 citations

    11

    h-index

  2. JY
    Jieping Ye

    Arizona State University, United States

    9 publications · 2.9K citations

    9

    h-index

  3. HY
    Hai Yang

    Hong Kong University of Science and Technology, Hong Kong SAR China

    8 publications · 1.3K citations

    8

    h-index

  4. WH
    William H. K. Lam

    Hong Kong Polytechnic University, Hong Kong SAR China

    8 publications · 713 citations

    8

    h-index

  5. CW
    Craig Wanke

    Mitre (United States), United States

    8 publications · 230 citations

    8

    h-index

1–5 of 5K

Institutions

1.3K

  1. Tsinghua University

    Beijing, China

    25 h-index

    99 publications

    6.3K citations

  2. Beihang University

    Beijing, China

    23 h-index

    86 publications

    4.7K citations

  3. Southeast University

    Nanjing, China

    22 h-index

    99 publications

    5.2K citations

  4. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    21 h-index

    49 publications

    3.4K citations

  5. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    19 h-index

    55 publications

    8.7K citations

  6. University of California, Berkeley

    Berkeley, United States

    18 h-index

    39 publications

    2K citations

  7. Zhejiang University

    Hangzhou, China

    18 h-index

    69 publications

    6.7K citations

  8. University of Minnesota

    Minneapolis, United States

    17 h-index

    29 publications

    1.2K citations

1–8 of 1.3K

Venues

  1. 39

    h-index

  2. 33

    h-index

  3. 32

    h-index

  4. 21

    h-index

  5. IEEE Access

    31 publications · 1.1K citations

    21

    h-index

1–5