Concepedia

Jiannan Mao

JM

4

Publications

78

Citations

4

H-Index

2020

Active since

Affiliations

Southwest Jiaotong University(Current)

Soochow University

University Transportation Center for Alabama

Jiannan Mao is an author at Southwest Jiaotong University specializing in engineering, data science, and network analysis.

Top concepts

EngineeringData ScienceNetwork AnalysisStatisticsForecastingNetwork FlowsNetwork ScienceMachine LearningCivil EngineeringOperations Research

Publications per year

2020–2022

4

Publications

4

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

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