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 · 37 citations

Transport Network Analysis, Engineering, Machine Learning +9

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 · 15 citations

Network Flows, Network Science, Engineering +9

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

Gridlock Accumulation, Traffic Theory, Engineering +14

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