Author

Pengpeng Jiao

Observed names: Peng-peng Jiao, Pengpeng JIAO

Institution: Beijing University of Civil Engineering and Architecture

Observed institutions: Beijing University of Civil Engineering and Architecture, The University of Tokyo, Tsinghua University

ORCID: 0000-0002-2351-4544

Observed ORCID: 0000-0002-2351-4544

OpenAlex ID: A5042767503

Three Revised Kalman Filtering Models for Short-Term Rail Transit Passenger Flow Prediction

2016 · Pengpeng Jiao, Ruimin Li, et al. · Mathematical Problems in Engineering · 110

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Spatio-Temporal Segmented Traffic Flow Prediction with ANPRS Data Based on Improved XGBoost

2021 · Bo Sun, Tuo Sun, et al. · Journal of Advanced Transportation · 60

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Identifying Traffic Congestion Patterns of Urban Road Network Based on Traffic Performance Index

2023 · Jinrui Zang, Pengpeng Jiao, et al. · Sustainability · 58

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Analyzing the Risk Factors of Traffic Accident Severity Using a Combination of Random Forest and Association Rules

2023 · Jianyu Wang, Shuo Ma, et al. · Applied Sciences · 54

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Urban traffic flow online prediction based on multi‐component attention mechanism

2020 · Bo Sun, Tuo Sun, et al. · IET Intelligent Transport Systems · 33

Traffic control optimization strategy based on license plate recognition data

2023 · Ruimin Li, Shi Wang, et al. · Journal of Traffic and Transportation Engineering (English Edition) · 23

Contributing factors on the level of delay caused by crashes: a hybrid method of latent class analysis and XGBoost based SHAP algorithm

2023 · Zehao Wang, Pengpeng Jiao, et al. · Journal of Transportation Safety & Security · 20

The Dynamical Decision Model of Intersection Congestion Based on Risk Identification

2020 · Xu Sun, Kun Lin, et al. · Sustainability · 18

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Pareto front–based multi-objective real-time traffic signal control model for intersections using particle swarm optimization algorithm

2016 · Pengpeng Jiao, Ruimin Li, et al. · Advances in Mechanical Engineering · 17

People’s Intentions to Use Shared Autonomous Vehicles: An Extended Theory of Planned Behavior Model

2023 · Wei Luo, Silong Wei, et al. · Sustainability · 15

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Pedestrian Guiding Signs Optimization for Airport Terminal

2014 · Jianxin Lin, Rui Song, et al. · Discrete Dynamics in Nature and Society · 15

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Real-time estimation of turning movement proportions based on genetic algorithm

2005 · Pengpeng Jiao, Huapu Lu, et al. · IEEE International Conference on Intelligent Transportation Systems (ITSC) · 15

Real‐Time Arterial Coordination Control Based on Dynamic Intersection Turning Fractions Estimation Using Genetic Algorithm

2014 · Pengpeng Jiao, Honglin Wang, et al. · Mathematical Problems in Engineering · 13

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The level of delay caused by crashes (LDC) in metropolitan and non-metropolitan areas: a comparative analysis of improved Random Forests and LightGBM

2022 · Zehao Wang, Pengpeng Jiao, et al. · International Journal of Crashworthiness · 12

Pedestrian Arching Mechanism at Bottleneck in Subway Transit Hub

2021 · Wei Luo, Pengpeng Jiao, et al. · Information · 12

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Improvement Strategy at Pedestrian Bottleneck in Subway Stations

2022 · Wei Luo, Yi Wang, et al. · Discrete Dynamics in Nature and Society · 10

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Optimization Model of Traffic Sensor Layout considering Traffic Big Data

2020 · Xu Sun, Zixiu Bai, et al. · Journal of Advanced Transportation · 9

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Signal Timing Optimization Model Based on Bus Priority

2020 · Xu Sun, Kun Lin, et al. · Information · 8

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Temporary Reversible Lane Design Based on Bi-Level Programming Model during the Winter Olympic Games

2022 · Weiqi Hong, Zishu Yang, et al. · Sustainability · 7

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Real-time traffic signal optimization model based on average delay time per person

2015 · Pengpeng Jiao, Zhihong Li, et al. · Advances in Mechanical Engineering · 7

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A Bayesian Combined Model for Time‐Dependent Turning Movement Proportions Estimation at Intersections

2014 · Pengpeng Jiao, Tuo Sun, et al. · Mathematical Problems in Engineering · 7

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Does Policy Matter in Carsharing Traveling? Evolution Game Model-Based Carsharing and Private Car Study

2022 · Wei Luo, Shi Qiu, et al. · Journal of Advanced Transportation · 6

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What Kind of Travellers Are Using Carsharing in Beijing? A Study Based on Selective Ensemble Learning

2022 · Wei Luo, Yi Wang, et al. · Sustainability · 6

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Real‐time traffic signal control for intersections based on dynamic O–D estimation and multi‐objective optimisation: combined model and algorithm

2018 · Pengpeng Jiao, Tuo Sun, et al. · IET Intelligent Transport Systems · 6

Joint Residence-Workplace Location Choice Model Based on Household Decision Behavior

2015 · Pengpeng Jiao, Tuo Sun, et al. · Discrete Dynamics in Nature and Society · 6

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Works count: 56

Citation count: 607

H-index: 13

I10-index: 16