Jiannan Mao

DEASeq2Seq: An attention based sequence to sequence model for short-term metro passenger flow prediction within decomposition-ensemble strategy

Hao Huang, Jiannan Mao, Weike Lu et al. · Transportation Research Part C Emerging Technologies · 2022 · 42 citations

Computing, Data Science, Time Series Analysis +13

A quasi-contagion process modeling and characteristic analysis for real-world urban traffic network congestion patterns

Yuting Chen, Jiannan Mao, Zhao Zhang et al. · Physica A Statistical Mechanics and its Applications · 2022 · 16 citations

Social Sciences, Urban Studies, Transport +12

Macroscopic Fundamental Diagram Approach to Evaluating the Performance of Regional Traffic Controls

Weike Lu, Jun Liu, Jiannan Mao et al. · Transportation Research Record Journal of the Transportation Research Board · 2020 · 13 citations

Engineering, Systems Engineering, Transportation Planning +17

Multi-precision traffic speed predictions via modified sequence to sequence model and spatial dependency evaluation method

Jiannan Mao, Hao Huang, Weike Lu et al. · Applied Soft Computing · 2022 · 13 citations

Engineering, Civil Engineering, Transport +13

A dynamic graph deep learning model with multivariate empirical mode decomposition for network‐wide metro passenger flow prediction

Hao Huang, Jiannan Mao, Leilei Kang et al. · Computer-Aided Civil and Infrastructure Engineering · 2024 · 12 citations · Full text

Computing, Data Science, Transportation Planning +17