Concepedia

Multistep Traffic Forecasting

Multistep Traffic Forecasting is a traffic demand forecasting method that predicts traffic conditions over multiple future time steps in a single forward pass, distinguishing itself from single-step approaches by capturing long-term temporal dependencies and sequential patterns in traffic dynamics.

33

Publications

1.9K

Citations

136

Authors

53

Institutions

Publications per year

2017–2026

26

Parents

Publications

33

A spatiotemporal correlative k-nearest neighbor model for short-term traffic multistep forecasting

Pinlong Cai, Yunpeng Wang, Guangquan Lu et al. · Transportation Research Part C Emerging Technologies · 2015 · 464 citations

, , +13

k-Nearest Neighbor Model for Multiple-Time-Step Prediction of Short-Term Traffic Condition

Bin Yu, Xiaolin Song, Feng Guan et al. · Journal of Transportation Engineering · 2016 · 245 citations

, , +16

Forecasting of Short-Term Freeway Volume with v-Support Vector Machines

Yunlong Zhang, Yuanchang Xie · Transportation Research Record Journal of the Transportation Research Board · 2007 · 173 citations

, , +16

Research on Travel Time Prediction Model of Freeway Based on Gradient Boosting Decision Tree

Juan Cheng, Gen Li, Xianhua Chen · IEEE Access · 2018 · 121 citations · Full text

, , +17

Attention-based spatio-temporal graph convolutional network considering external factors for multi-step traffic flow prediction

Jihua Ye, Shengjun Xue, Aiwen Jiang · Digital Communications and Networks · 2021 · 73 citations · Full text

, , +16

1–5 of 33

Authors

136

  1. TL
    Tianrui Li

    Southwest Jiaotong University, China

    2 publications · 36 citations

    2

    h-index

  2. YW
    Yinhai Wang

    University of Washington, United States

    2 publications · 55 citations

    2

    h-index

  3. SD
    Shengdong Du

    Southwest Jiaotong University, China

    2 publications · 36 citations

    2

    h-index

  4. AP
    A.G. Parlos

    Texas A&M University, United States

    1 publications · 65 citations

    1

    h-index

  5. ML
    Meng Li

    Hefei University of Technology, China

    1 publications · 11 citations

    1

    h-index

1–5 of 136

Institutions

53

  1. Beijing University of Posts and Telecommunications

    Beijing, China

    3 h-index

    14 publications

    248 citations

  2. Southeast University

    Nanjing, China

    3 h-index

    7 publications

    503 citations

  3. Harokopio University of Athens

    Athens, Greece

    2 h-index

    5 publications

    78 citations

  4. Southwest Jiaotong University

    Chengdu, China

    2 h-index

    9 publications

    159 citations

  5. Shenzhen Technology University

    Shenzhen, China

    2 h-index

    2 publications

    74 citations

  6. Chinese Academy of Sciences

    Beijing, China

    2 h-index

    3 publications

    46 citations

  7. Texas A&M University

    College Station, United States

    2 h-index

    4 publications

    476 citations

  8. Wuhan University

    Wuhan, China

    1 h-index

    5 publications

    255 citations

1–8 of 53

Venues

  1. Expert Systems with Applications

    3 publications · 66 citations

    3

    h-index

  2. 3

    h-index

  3. IEEE Access

    2 publications · 141 citations

    2

    h-index

  4. Applied Sciences

    2 publications · 56 citations

    2

    h-index

  5. IEEE Transactions on Signal Processing

    1 publications · 65 citations

    1

    h-index

1–5