Concepedia

Long-term Traffic Forecasting

Long-Term Traffic Forecasting is a traffic demand forecasting method that predicts traffic conditions over extended temporal horizons, typically ranging from several hours to multiple days or weeks, distinguishing itself from short- or medium-term forecasting by its focus on capturing macroscopic patterns, trends, and structural changes in transportation networks over time.

116

Publications

10.8K

Citations

414

Authors

179

Institutions

Publications per year

2017–2026

78

Parents

Publications

116

Long short-term memory neural network for traffic speed prediction using remote microwave sensor data

Xiaolei Ma, Zhimin Tao, Yinhai Wang et al. · Transportation Research Part C Emerging Technologies · 2015 · 2.1K citations

, , +16

Learning Dynamics and Heterogeneity of Spatial-Temporal Graph Data for Traffic Forecasting

Shengnan Guo, Youfang Lin, Huaiyu Wan et al. · IEEE Transactions on Knowledge and Data Engineering · 2021 · 704 citations

, , +17

Spatiotemporal Recurrent Convolutional Networks for Traffic Prediction in Transportation Networks

Haiyang Yu, Zhihai Wu, Shuqin Wang et al. · Sensors · 2017 · 618 citations · Full text

, , +16

Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting

Yaguang Li, Rose Yu, Cyrus Shahabi et al. · arXiv (Cornell University) · 2017 · 504 citations · Full text

, , +15

A graph CNN-LSTM neural network for short and long-term traffic forecasting based on trajectory data

Toon Bogaerts, Antonio D. Masegosa, Juan S. Angarita-Zapata et al. · Transportation Research Part C Emerging Technologies · 2020 · 364 citations · Full text

, , +15

1–5 of 116

Authors

414

  1. RL
    Runmei Li

    Beijing Jiaotong University, China

    3 publications · 167 citations

    3

    h-index

  2. BD
    Bowen Du

    Beihang University, China

    2 publications · 282 citations

    2

    h-index

  3. DG
    Dominique Guégan

    Université Paris 1 Panthéon-Sorbonne, France

    2 publications · 82 citations

    2

    h-index

  4. YW
    Yinhai Wang

    University of Washington, United States

    2 publications · 2.3K citations

    2

    h-index

  5. CC
    Chi-Yin Chow

    City University of Hong Kong, Hong Kong SAR China

    2 publications · 155 citations

    2

    h-index

1–5 of 414

Institutions

179

  1. Beijing Jiaotong University

    Beijing, China

    9 h-index

    32 publications

    3.3K citations

  2. Tsinghua University

    Beijing, China

    6 h-index

    15 publications

    1K citations

  3. Chinese Academy of Sciences

    Beijing, China

    5 h-index

    7 publications

    432 citations

  4. Beihang University

    Beijing, China

    4 h-index

    17 publications

    12.2K citations

  5. Harbin Institute of Technology

    Harbin, China

    3 h-index

    9 publications

    434 citations

  6. Beijing University of Posts and Telecommunications

    Beijing, China

    3 h-index

    10 publications

    249 citations

  7. University of Minnesota

    Minneapolis, United States

    3 h-index

    4 publications

    194 citations

  8. Beijing University of Technology

    Beijing, China

    2 h-index

    4 publications

    894 citations

1–8 of 179

Venues

  1. 10

    h-index

  2. arXiv (Cornell University)

    Repository · 5 publications · 1K citations

    5

    h-index

  3. IEEE Access

    5 publications · 226 citations

    5

    h-index

  4. 4

    h-index

  5. Sensors

    4 publications · 854 citations

    4

    h-index

1–5