Concepedia

Traffic Forecasting

Traffic Forecasting is a network capacity planning method that predicts future data traffic patterns by analyzing historical usage trends and system performance metrics to inform infrastructure scalability decisions.

2K

Publications

121.2K

Citations

5.4K

Authors

1.4K

Institutions

Publications per year

2017–2026

1.1K

Parents

Publications

2K

T-GCN: A Temporal Graph Convolutional Network for Traffic Prediction

Ling Zhao, Yujiao Song, Chao Zhang et al. · IEEE Transactions on Intelligent Transportation Systems · 2019 · 3.2K citations · Full text

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Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting

Shengnan Guo, Youfang Lin, Ning Feng et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 2.8K citations · Full text

, , +16

Modeling and Forecasting Vehicular Traffic Flow as a Seasonal ARIMA Process: Theoretical Basis and Empirical Results

Billy M. Williams, L A Hoel · Journal of Transportation Engineering · 2003 · 2.1K citations

, , +16

GMAN: A Graph Multi-Attention Network for Traffic Prediction

Chuanpan Zheng, Xiaoliang Fan, Cheng Wang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 1.6K citations · Full text

, , +14

Graph neural network for traffic forecasting: A survey

Weiwei Jiang, Jiayun Luo · Expert Systems with Applications · 2022 · 1.2K citations · Full text

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1–5 of 2K

Authors

5.4K

  1. TZ
    Teng Zhou

    Shantou University, China

    19 publications · 1.1K citations

    17

    h-index

  2. YW
    Yinhai Wang

    University of Washington, United States

    11 publications · 855 citations

    11

    h-index

  3. MB
    Moshe Ben‐Akiva

    Massachusetts Institute of Technology, United States

    10 publications · 707 citations

    10

    h-index

  4. JJ
    James J. Q. Yu

    Southern University of Science and Technology, China

    9 publications · 430 citations

    10

    h-index

  5. WJ
    Weiwei Jiang

    Beijing University of Posts and Telecommunications, China

    10 publications · 2K citations

    10

    h-index

1–5 of 5.4K

Institutions

1.4K

  1. Tsinghua University

    Beijing, China

    33 h-index

    155 publications

    12.8K citations

  2. Beijing Jiaotong University

    Beijing, China

    28 h-index

    137 publications

    22K citations

  3. Chinese Academy of Sciences

    Beijing, China

    27 h-index

    74 publications

    4.8K citations

  4. Beijing University of Posts and Telecommunications

    Beijing, China

    25 h-index

    128 publications

    5.5K citations

  5. Zhejiang University

    Hangzhou, China

    23 h-index

    68 publications

    7.1K citations

  6. University of Electronic Science and Technology of China

    Chengdu, China

    20 h-index

    72 publications

    3.9K citations

  7. Beihang University

    Beijing, China

    20 h-index

    80 publications

    9.4K citations

  8. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    19 h-index

    45 publications

    2.6K citations

1–8 of 1.4K

Venues

  1. 47

    h-index

  2. 33

    h-index

  3. IEEE Access

    63 publications · 2.8K citations

    32

    h-index

  4. 29

    h-index

  5. Expert Systems with Applications

    29 publications · 2.7K citations

    23

    h-index

1–5