百晓学者学者目录

郑长江

博士生导师、博导、教授、研究员,河海大学

精选作品

期刊论文

2026

基于ResNet-GCN-Transformer的多时间粒度地铁短时客流预测

杜姿晨,郑长江,郑树康,马庚华,陆野

《交通运输工程与信息学报》

2026

Coordinating Aerial Transshipment with Ground Delivery for Low-Carbon Urban Logistics

Shukang Zheng, Changjiang Zheng, Genhua Ma, Hanpei Yang, Ye Lu, Lin Ge, Yingjia Chen

Sustainability

2025

Heterogeneous multi-view graph gated neural networks for real-time origin-destination matrix prediction in metro systems

Fei Wu, Changjiang Zheng, Muqing Du, Wei Ma, Junze Ma

Transportmetrica B-Transport Dynamics,Vol. 13, No. 1

2025

An interpretable approach to passenger flow prediction and irregular passenger travel patterns understanding in metro system

Fei Wu, Changjiang Zheng, Shiyu Zhou, Ye Lu, Zhilong Wu, Shukang Zheng

Expert Systems With Applications,Vol. 265

2025

出行链视角下地铁乘客满意度影响因素的组态效应分析

沈金星,李麒年,于淼,张译凝,郑长江,姜宇

《东南大学学报(自然科学版)》

2025

基于SIR模型的城市路网拥堵传播分析

郑长江,周思达,郑树康,马庚华,张博,戴津雯

《郑州大学学报(工学版)》

2025

面向地铁站点的共享单车接驳出行特征及影响因素分析

马君泽,郑长江,吴非,汪妍妍,陆野,郑树康

《吉林大学学报(工学版)》

2025

级联失效下城市交通网络可靠性评价

吴志龙,郑长江,郑树康,马庚华,陈志超,吴非,戴津雯

《郑州大学学报(工学版)》

2025

Adaptive Passenger Flow Prediction in Metro Systems: An Incremental Learning Framework for Evolving Patterns

Fei Wu, Changjiang Zheng, Muqing Du, Genghua Ma, Zhilong Wu

Journal of Transportation Engineering Part A Systems

2025

Design of low-carbon planning model for vehicle path based on adaptive multi-strategy ant colony optimization algorithm

Qi Guo, Rui Li, Changjiang Zheng, Gwanggil Jeon

PeerJ Computer Science

2024

Multimodal Transportation Route Optimization of Emergency Supplies Under Uncertain Conditions

Zhongyan Xu, Changjiang Zheng, Shukang Zheng, Genghua Ma, Zhichao Chen

Sustainability,Vol. 160, No. 240

2024

Quantitative assessment of congestion diffusion and cascading effect under rainfall-flood disasters: A case study of Nanjing, China

Zhichao Chen, Changjiang Zheng, Meng Xu, Zhilong Wu, Shukang Zheng, Genghua Ma

International Journal Of Disaster Risk Reduction,Vol. 114

2024

Reliability of urban underground-aboveground logistics networks under rainfall-flood and cascading failure scenarios

Zhichao Chen, Changjiang Zheng, Meng Xu, Muqing Du, Junze Ma, Shukang Zheng

Transportation Research Part D-Transport And Environment,Vol. 136

2024

Revealing the multiscale impact of external factors on dockless bike sharing and metro integration: Evidence from Shenzhen

Junze Ma, Changjiang Zheng, Shukang Zheng, Fei Wu, Lixin Zhang, Zhilong Wu

International Journal Of Sustainable Transportation,Vol. 180, No. 11

2024

Metro stop-skipping rescheduling optimization considering passenger waiting time fairness

Yanyan Wang, Changjiang Zheng, Jinxing Shen, Zhichao Chen, Junze Ma, Yang Shen

Transportation Letters-The International Journal Of Transportation Research,Vol. 160, No. 9

2024

Reliability analysis of urban road traffic network under targeted attack strategies considering traffic congestion diffusion

Zhichao Chen, Changjiang Zheng, Tongtong Tao, Yanyan Wang

Reliability Engineering & System Safety,Vol. 248

2024

Station Placement for Sustainable Urban Metro Freight Systems Using Complex Network Theory

Shukang Zheng, Hanpei Yang, Huan Hu, Chun Liu, Yang Shen, Changjiang Zheng

Sustainability,Vol. 16, No. 11

2024

The analysis of spatio-temporal characteristics and determinants of dockless bike-sharing and metro integration

Junze Ma, Changjiang Zheng, Miao Yu, Jinxing Shen, Haiyan Zhang, Yanyan Wang

Transportation Letters-The International Journal Of Transportation Research,Vol. 160, No. 2

2024

基于流量可调重分配的级联失效模型

郑长江,陶童统,陈志超

《吉林大学学报(工学版)》

2024

基于生命周期碳排放和总拥有成本的公交车队更新优化(英文)

沈金星,刘沁鑫,郑长江,刘坤,马昌喜

Journal of Southeast University(English Edition)

2024

B2B配送中考虑时间窗一致性的车辆路径优化模型与算法

姚宇,莫鹏里,商攀,郑长江,朱晓宁

《控制与决策》

2024

Node location of bi-level urban metro-based ground-underground logistics distribution

Haiyan Zhang, Jian Zhang, Changjiang Zheng, Bo Wang, Juan Chen

Multimodal Transportation

2024

Medical Supplies Delivery Route Optimization under Public Health Emergencies Incorporating Metro-based Logistics System

Kai Di Sun, Yuhang Gu, Katelyn Wan Fei Ma, Changjiang Zheng, Fei Qing Wu

Transportation Research Record Journal of the Transportation Research Board

2023

考虑枢纽失效的多式联运快递网络结构设计

郑长江,胡欢,杜牧青

《吉林大学学报(工学版)》

2023

冷链物流多式联运路径选择优化研究

郑长江,张晨,陶童统,孙凯,陈田星

《交通科学与工程》

2023

基于贝叶斯BWM的中小城市综合交通网络评价

郑长江,孙凯,沈金星,杜牧青,谷雨航

《交通科学与工程》

2023

考虑空间不确定效应的建成环境对出行频率的影响

王晓全,邵春福,尹超英,郑长江

《交通工程》

2023

Robust Optimization of Transport Organization for China Railway Express

Changjiang Zheng, Yang Shen, Junze Ma, Ling Gui, Chen Zhang

Applied Sciences

2023

Short-term Subway Passenger Flow Prediction based on GCN-LSTM-MHA

Ye Lu, Changjiang Zheng, Genghua Ma, Fei Qing Wu

International Conference on Big Data, Artificial Intelligence and Internet of Things Engineering (ICBAIE)

2023

Multi-View Multi-Attention Graph Neural Network for Traffic Flow Forecasting

Fei Qing Wu, Changjiang Zheng, Chen Zhang, Junze Ma, Kai Di Sun

Applied Sciences

2023

Multi-Spatio-Temporal Convolutional Neural Network for Short-Term Metro Passenger Flow Prediction

Ye Lu, Changjiang Zheng, Shukang Zheng, Junze Ma, Zhilong Wu, Fei Qing Wu, Yang Shen

Electronics

2023

Integrating built environment and parking policy for car commuting reduction: evidence from Beijing

Xiaoquan Wang, Chaoying Yin, Changjiang Zheng, Yang Shen, Chunfu Shao

Transportation Planning and Technology

2023

Study on Traffic Accident Forecast of Urban Excess Tunnel Considering Missing Data Filling

Yang Shen, Changjiang Zheng, Fei Qing Wu

Applied Sciences

2022

基于客户软时间窗的地下物流配送路径优化

郭琪,郑长江,李锐

《公路与汽运》

2022

基于客货共运模式的地铁物流路径优化

张晨,郑长江

《贵州大学学报(自然科学版)》

2022

基于地铁的地上地下闭环物流配送路径优化

郑长江,陈宜恒,沈金星

《华东交通大学学报》

2022

站点乘客总候车时间计算方法优化研究

张海燕,郑长江,马君泽

《现代交通与冶金材料》

2022

Location Selection of Metro-Based Distribution Nodes for Underground Logistics System with Bi-Level Programming Model

Changjiang Zheng, Chen Zhang, Junze Ma, Fei Wu, Kai Di Sun

Symmetry

2022

Multimodal Transport Path Selection of Cold Chain Logistics Based on Improved Particle Swarm Optimization Algorithm

Changjiang Zheng, Kai Di Sun, Yuhang Gu, Jinxing Shen, Muqing Du

Journal of Advanced Transportation

2022

Last Train Delay Management in a Metro System: A Multi-Objective Rescheduling Optimization Model

Yanyan Wang, Changjiang Zheng, Jinxing Shen, Junze Ma, Zhichao Chen

IEEE Access

2021

不确定条件下的多式联运路径优化

陈汨梨,赵孝进,邓夕贵,郑长江,杜牧青

《公路交通科技》

2021

考虑运营与服务平衡的公交时刻表优化研究

张海燕,郑长江

《贵州大学学报(自然科学版)》

2021

基于乘客到站率的公交发车频率优化

李悦超,杨海飞,郑长江

《华东交通大学学报》

2021

基于Multinomial Logit模型的美国北卡罗莱纳州慢行交通事故严重程度分析

申昕,沈金星,郑长江,于淼

《交通与运输》

2021

基于近邻和SVM的公交停靠时间预测

霍豪,郑长江,沈金星

《交通运输工程与信息学报》

2021

Investigation of factors contributing to bus-crash severity based on extended hierarchical ordered probit model with heteroscedasticity

Jinxing Shen, Hongyan Gu, Xuejun Feng, Miao Yu, Changjiang Zheng

Journal of Transportation Safety & Security

2021

Urban Logistics Delivery Route Planning Based on a Single Metro Line

Changjiang Zheng, Yuhang Gu, Jinxing Shen, Muqing Du

IEEE Access

2021

Comprehensive Evaluation of Urban Integrated Transportation Network With Multivariate Statistical Analysis: A Case Study of Haimen

Changjiang Zheng, Yuhang Gu, Jinxing Shen, Muqing Du, Genghua Ma, Kai Di Sun

IEEE Access

2020

The temporal stability of factors affecting driver injury severity in run-off -road crashes: A random parameters ordered probit model with heterogeneity in the means approach

Miao Yu, Changjiang Zheng, Changxi Ma, Jinxing Shen

Accident Analysis And Prevention,Vol. 144

2020

Analysis of injury severity of rear-end crashes in work zones: A random parameters approach with heterogeneity in means and variances

Miao Yu, Changjiang Zheng, Changxi Ma

Analytic Methods In Accident Research,Vol. 27

2020

基于手机信令数据的城市通勤出行特征研究

丁鹏程,杨明,郑长江,朱健

《交通科技与经济》

2020

桂林市北极广场区域交通组织优化设计

谷雨航,郑长江,张小丽

《贵州大学学报(自然科学版)》

2020

考虑左转车道饱和度的左弯待转区设置研究

陈宜恒,郑长江,马庚华

《华东交通大学学报》

2020

信息匮乏背景下基于Voronoi的无水港选址模型——以几内亚湾为例

张恬,李悦超,郑长江,杨海飞

《中国港湾建设》

2020

基于KNN算法的公交到站时间预测

霍豪,沈金星,郑长江

《交通运输工程与信息学报》

2020

Determinants of Bicyclist Injury Severity Resulting from Crashes at Roundabouts, Crossroads, and T-Junctions

Jinxing Shen, Tiantong Wang, Changjiang Zheng, Miao Yu

Journal of Advanced Transportation

2020

Injury severity of truck-involved crashes in work zones on rural and urban highways: Accounting for unobserved heterogeneity

Miao Yu, Changxi Ma, Changjiang Zheng, Zhen Chen, Ting‐Hui Yang

Journal of Transportation Safety & Security

2020

Research on Location Optimization of Metro-Based Underground Logistics System With Voronoi Diagram

Changjiang Zheng, Xiaojin Zhao, Jinxing Shen

IEEE Access

2020

Integrating the Intelligent Driver Model With the Action Point Paradigm to Enhance the Performance of Autonomous Driving

Haifei Yang, Changjiang Zheng, Yi Zhao, Zhong Wu

IEEE Access

2020

Intersection traffic signal optimisation considering the impact of upstream curbside bus stops

Rui Li, Changjiang Zheng, Hua Wang, De Zhao, Bin Ran, Xin Xue

IET Intelligent Transport Systems

2019

城市道路路段人行横道通行能力分析

王天童,郑长江,马庚华,沈金星

《华东交通大学学报》

2019

基于地铁的带时间窗地下物流路径优化研究

杨婷,郑长江,马庚华

《华东交通大学学报》

2019

基于AFC数据挖掘的轨道交通站点分类研究

邓评心,郑长江,马庚华,李锐

《华东交通大学学报》

2019

考虑行人过街因素的环形交叉口配时优化方法研究

马庚华,何瑞,郑长江,方雅君,许晟鑫

《华东交通大学学报》

2019

基于路段服务水平约束的路网容量可靠性分析

方雅君,郑长江,马庚华,张小丽

《武汉理工大学学报(交通科学与工程版)》

2019

基于广义费用的地铁施工区通行成本模型

卢冲,郑长江,马庚华,李锐

《贵州大学学报(自然科学版)》

2019

关联规则挖掘在道路交通事故分析中的应用

马庚华,郑长江,邓评心,李锐

《西华大学学报(自然科学版)》

2019

停车场对连接路段车辆速度的影响研究

朱斌宁,郑长江

《华东交通大学学报》

2019

城市干道交叉口联动控制优化建模

马庚华,郑长江,徐威,沈金星

《贵州大学学报(自然科学版)》

2019

基于地铁的城市物流配送路径优化

刘亚楠,郑长江,沈金星

《贵州大学学报(自然科学版)》

2019

突发事件下城市交通影响范围研究

马庚华,郑长江,付文进,杨淑茜

《武汉理工大学学报(交通科学与工程版)》

2019

Urban Headway Frequency Distribution Model and Analysis Based on Dividing Traffic Flow Conditions

Hongwei Li, Yunyue Zhou, Sulan Li, Changjiang Zheng

CICTP 2019

2019

Simulation of Road Capacity Considering the Influence of Buses

Jinxing Shen, Junjie Qi, Feng Qiu, Changjiang Zheng

IEEE Access

2019

Research on Multi-Objective Optimization Method for Flexible Customized Bus Lines

Yuhan Zhou, Changjiang Zheng, Jinxing Shen

CICTP 2019

2019

Research on relationship between risk perception and cycling crashes in electric cyclists

Changjiang Zheng, Yanan Liu, Genghua Ma, Pingxin Deng, Jing Zhang

Advances in Mechanical Engineering

2019

Fare Strategy for Flex-Route Transit Services: Case Study in Los Angeles

Jinxing Shen, Feng Qiu, Changjiang Zheng, Changxi Ma

IEEE Access

2018

共享条件下的地下物流配送路线优化

戴冉,郑长江,郑树青,李锐

《贵州大学学报(自然科学版)》

2018

农业物流运输节点合理布局

陈威,郑长江

《农业工程》

2018

基于Synchro的典型T型交叉口信号配时优化研究

郑长江,卢冲,马庚华,李锐

《贵州大学学报(自然科学版)》

2018

右转车辆穿越直行非机动车流延误计算方法

武亚鹏,郑长江,马庚华,李锐

《华东交通大学学报》

2018

基于Voronoi图的物流节点选址研究

郑长江,戴冉,郑树青,李锐

《华东交通大学学报》

2018

Effects of variable speed limits on traffic operation characteristics and environmental impacts under car-following scenarios: Simulations in the framework of Kerner’s three-phase traffic theory

Haifei Yang, Xue Zhai, Changjiang Zheng

Physica A Statistical Mechanics and its Applications

2018

Route Choice Optimization of Demand Responsive Transit Based on Analytical Hierarchy Process

Panpan Ding, Rui Li, Yuexin Chen, Changjiang Zheng, Jinxing Shen

CICTP 2017

2018

Evaluation of the Impacts of Driver Population Heterogeneity on Capacity and Traffic Performance Using Microscopic Simulation

Haifei Yang, Zhong Wu, Changjiang Zheng, Jian Lu

CICTP 2017

2017

Determination of the scope of traffic incident

Genghua Ma, Changjiang Zheng, Wan Xia

Advances in Mechanical Engineering

2017

An extended car-following model considering the influence of bus

Jinxing Shen, Feng Qiu, Rui Li, Changjiang Zheng

Tehnicki vjesnik - Technical Gazette

2017

Analysis of Spatial–Temporal Characteristics Based on Mobile Phone Data

Hong-liang Yin, Changjiang Zheng

Lecture notes in electrical engineering

2017

Robust Evaluation for Transportation Network Capacity under Demand Uncertainty

Muqing Du, Xiaowei Jiang, Lin Cheng, Changjiang Zheng

Journal of Advanced Transportation

2016

Optimization Model of Transit Signal Priority Control for Intersection and Downstream Bus Stop

Rui Li, Changjiang Zheng, Wenquan Li

Mathematical Problems in Engineering

2016

The Study on In-City Capacity Affected by Pedestrian Crossing

Changjiang Zheng, Rui He, Xia Wan, Wang Chen

Mathematical Problems in Engineering

2014

The Bus Station Spacing Optimization Based on Game Theory

Changjiang Zheng, Shukang Zheng, Genghua Ma

Advances in Mechanical Engineering

2013

Left-Turning Conflict Delay Models under Straight-Line Priority

Genghua Ma, Shukang Zheng, Degang Lin, Changjiang Zheng

2013

Using Principal Component Analysis to Solve a Class Imbalance Problem in Traffic Incident Detection

Changjiang Zheng, Shuyan Chen, Wei Wang, Jian John Lu

Mathematical Problems in Engineering

2013

Research and Application of Bus Speed Induction

Changjiang Zheng

Journal of Zhengzhou University

2012

基于重采样的交通拥挤识别方法

徐飞,郑长江,杨成,陈淑燕

《公路交通科技》

2012

路段感应式信号控制行人过街系统设计

何赏璐,郑长江,过秀成,李岩,杨洁

《交通信息与安全》

2012

IMPROVED ITERATIVE PREDICTION FOR MULTIPLE STOP ARRIVAL TIME USING A SUPPORT VECTOR MACHINE

Changjiang Zheng, Yihua Zhang, Xuejun Feng

Transport

2012

Vision-Based Automatic Incident Detection System Using Image Sequences for Intersections

Changjiang Zheng

Journal of Dalian Jiaotong University

2012

A Signal Coordination Control Based on Traversing Empty between Mid‐Block Street Crossing and Intersection

Changjiang Zheng, Genghua Ma, Jinhua Wu, Xiaoli Zhang, Xiaolei Zhang

Discrete Dynamics in Nature and Society

2011

非常态下城市道路交通检测器布局优化方法

郑长江,李悦,王婷

《中国公路学报》

2011

基于决策融合的城市道路交通事件自动检测算法研究

周强,郑长江,陈淑燕,愈张啸

《交通信息与安全》

2011

Urban Road Traffic Incident Auto-Detecting Based on Decision Fusion

Changjiang Zheng, Qiang Zhou, Shuyan Chen, Zhangxiao Yu

2011

Traffic Incident Duration Prediction Based on Support Vector Regression

Wei-wei Wu, Shuyan Chen, Changjiang Zheng

2011

Algorithm Research for Freeway Incident Detection Based on SVM

Changjiang Zheng, Yubo Jiang, Zhangxiao Yu, Weijie Lu

2010

城市交通干线的模糊综合评价

张毅华,杨亚璪,郑长江

《哈尔滨工业大学学报(社会科学版)》

2010

Reliability Analysis of Intersection Safety Based on Traffic Conflict Technology

Changjiang Zheng

Technology and Economy in Areas of Communications

2010

Study on the Choices of Park and Ride Based on Discrete Choice Models

Changjiang Zheng, Ling Gui, Yuan Li

WASE International Conference on Information Engineering

2009

Evaluating the effect effects of U-turns on level of service of signalized intersections using synchro and SimTraffic

Changjiang Zheng, Pan Liu, Jian John Lu, Hongyun Chen

IEEE Intelligent Vehicles Symposium

2009

Application of Simulated Annealing Algorithm for Route Choice in Dynamic Traffic Networks

Changjiang Zheng, Linjun Lu, Pan Liu

Logistics

2009

Intelligent Public Transport Operation Dispatching Based on Ant Colony Algorithm

Changjiang Zheng, Shaobo Zhang, Pan Liu

First International Conference on Transportation Engineering

2009

New VRP Model with Traffic Characteristics

Peng Xu, Huimin Wang, Jinxing Shen, Changjiang Zheng

Logistics

2008

基于蚂蚁寻径原理的最优路径选择算法

张毅华,郑长江,丁金学

《系统工程》

2008

结合交通特性的VRP新模型

沈金星,郑长江,徐鹏

《交通信息与安全》

2008

An Improved Genetic Algorithm and Its Application in Dynamic Traffic Assignment

Changjiang Zheng

Technology and Economy in Areas of Communications

2005

混合交通流条件下信号交叉口配时优化设计

郑长江,王炜

《公路交通科技》

2004

交叉口公交优先通行方案的物元分析评价方法

郑长江,陈淑燕,王炜

《公路交通科技》

2004

行人过街信号与交叉口信号的协调控制

郑长江,王炜,陈淑燕

《交通运输工程学报》

会议论文

2019

交通状态对车辆能耗与排放特征的影响

单肖年,郑长江

《2019年中国城市交通规划年会》

预印本

2024

Reliability of Urban Road Traffic Networks Considering Congestion Diffusion Under Rainfall-Flood Conditions

Zhichao Chen, Changjiang Zheng, Xiaoquan Wang, Zhilong Wu, Yanyan Wang, Junze Ma, Shukang Zheng

SSRN Electronic Journal

2023

Research on Reliability of Urban Road Traffic Networks Considering Recovery Strategy Based on Connected Subgroups

Changjiang Zheng, Zhilong Wu, Zhichao Chen, Junze Ma, Yang Shen, Shukang Zheng, Genghua Ma, Ye Lu

SSRN Electronic Journal

书籍章节

2020

Intersection Traffic Signal Optimization Considering Lane-Changing Behavior Caused Nearby Bus Bay Stop Upstream

Rui Li, Xin Xue, Linchao Li, Changjiang Zheng, Jinxing Shen

Lecture notes in electrical engineering

2020

Transit Signal Priority Optimization for Urban Intersection with the Effects of Downstream Bus Stop

Yuexin Chen, Rui Li, Wei Cao, Changjiang Zheng

Lecture notes in electrical engineering

2020

Evaluating the Impact of Traffic Congestion on Mid-block Fine Particulate Matter Concentrations on an Urban Arterial

Xiaonian Shan, Changjiang Zheng, Xiaoli Zhang

Lecture notes in electrical engineering

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