董春娇

2026

Exploring spatiotemporal heterogeneity and nonlinear effects in electric vehicle crash risk prediction: A hybrid modeling approach

Accident Analysis And Prevention，Vol. 226

DOI

2026

基于ST-ANKDE的电动汽车交通事故时空多发点鉴别

《华南理工大学学报(自然科学版)》

2026

基于可解释随机森林的多类别交通事故风险研判

《北京工业大学学报》

2026

考虑不可观测异质性的营运车辆事故严重程度建模

《华南理工大学学报(自然科学版)》

2026

基于CFSFDP-BP的车辆出行群体分类及识别方法

《吉林大学学报(工学版)》

2026

基于改进XGBoost的驾驶分神类型与程度分层识别方法

《交通运输系统工程与信息》

2026

轨迹数据驱动的出租车出行特征分析与时空分布建模

《吉林大学学报(工学版)》

2026

低成本高精度驾驶分神类型与程度分层识别方法

《交通运输系统工程与信息》

DOI

2026

An exact approach for the transit route network design problem

European Journal of Operational Research

DOI

2026

An exploration of active safety technologies for commercial vehicles: Research on on-road driving risk identification based on alarm and other multi-source data.

Accident Analysis and Prevention

DOI

2026

Enhancing public transport competitiveness in metropolitan areas: Empirical evidence and policy implications from Beijing's commuting

Transport Policy

DOI

2026

Real-time crash risk level prediction of freeways based on a hybrid spatiotemporal deep learning framework with channel redistribution

Reliability Engineering & System Safety

DOI

2025

How do obstacle characteristics and driver alertness affect the takeover process in conditionally automated driving?

Transportation Research Part F-Traffic Psychology And Behaviour，Vol. 114

DOI

2025

Clustering of freeway cut-in scenarios for automated vehicle development considering data dimensionality and imbalance

Accident Analysis And Prevention，Vol. 220

DOI

2025

Built environment effects on dockless bikesharing-metro integration: A spatial nonlinear analysis☆

Travel Behaviour And Society，Vol. 40

DOI

2025

Towards recognizing cognitive distraction levels with low-cost and high-sensitive measures: The effectiveness of sample, approximate, and traditional steering entropies

Transportation Research Part F-Traffic Psychology And Behaviour，Vol. 109

DOI

2025

基于文献计量的综合交通研究综述

《交通运输工程学报》

2025

建成环境对城市轨道站点客流的非线性影响

《北京交通大学学报》

2025

轨迹数据驱动的车辆出行特征及类别研判

《北京交通大学学报》

2025

智慧公路发展与研究大综述(2025):交通安全理论方法及技术应用

《公路交通科技》

2025

培训干预对路口侧面冲突中驾驶人避让行为的影响

《同济大学学报(自然科学版)》

2025

驭时代之变 筑安全之基

《道路交通管理》

2025

出租车碳排放时空分布特征及减排潜力评估

《交通运输系统工程与信息》

DOI

2025

轨迹数据驱动的职住地识别及出行活动特征分类方法

《华南理工大学学报(自然科学版)》

2025

电动汽车与行人/非机动车碰撞事故多发点段鉴别

《华南理工大学学报(自然科学版)》

2025

Spatio-temporal distribution characterization and blackspots identification of e-bike accidents: Based on accident dataset

Journal of Transportation Safety & Security

DOI

2025

On-road driving risk assessment of regular passenger buses based on multi-source data integration

Journal of Transportation Safety & Security

DOI

2024

电动汽车与行人碰撞事故时空特征与严重程度建模

《交通运输工程学报》

2024

电动自行车违规行为严重程度分析与预测

《中国安全科学学报》

2024

轨迹数据驱动的高速公路事故风险研判

《北京交通大学学报》

2024

基于运动学片段的纯电动出租车行驶特征模式挖掘

《北京交通大学学报》

2024

面向自动驾驶仿真测试的高覆盖切入场景库生成方法

《中国公路学报》

2024

基于运动特征模式的出租车行驶状态综合研判

《同济大学学报(自然科学版)》

2024

信号交叉口电动自行车多类别违规行为分析与建模

《华南理工大学学报(自然科学版)》

2024

基于改进网络核密度和负二项回归的事故黑点鉴别

《华南理工大学学报(自然科学版)》

2024

考虑个人偏好的观赛人群组合决策选择行为

《吉林大学学报(工学版)》

2024

基于随机参数Logit的中小城市居民出行方式选择建模

《吉林大学学报(工学版)》

2024

考虑等待忍耐时间的电动自行车违规行为研判

《吉林大学学报(工学版)》

2024

考虑建成环境的电动自行车事故严重程度致因分析

《交通运输系统工程与信息》

2024

Travel Activity Characteristics Identification Based on Driving Trajectory Data

CICTP 2024

DOI

2024

Travel Characteristics and Combination Choice Behavior Modeling of Passengers under the Influence of Epidemic Prevention Policies

CICTP 2024

DOI

2024

Identifying spatio-temporal pattern of electric vehicles involved traffic accidents

Journal of Transportation Safety & Security

DOI

2024

Spatial-Temporal Features of Taxi Carbon Dioxide Emissions and Reduction Strategies

CICTP 2024

DOI

2024

Traffic state estimation incorporating heterogeneous vehicle composition: A high-dimensional fuzzy model

Frontiers of Engineering Management

DOI

2023

Spatiotemporal effects of built environment factors on varying rail transit station ridership patterns

Journal Of Transport Geography，Vol. 109

DOI

2023

基于巢式Logit的大型赛事观赛人群组合出行决策行为建模

《北京交通大学学报》

2023

城市轨道交通站点吸引范围及强度建模

《吉林大学学报(工学版)》

2023

Cognitive Load Affects Drivers’ Brake Reaction Time to Longitudinal Conflict through Gaze Concentration and Time Headway Compensation

CICTP 2023

DOI

2023

Optimal Control Strategies for Metro Trains to Use the Regenerative Braking Energy: A Speed Profile Adjustment Approach

IEEE transactions on intelligent transportation systems (Print)

DOI

2023

Lane-Level Heterogeneous Traffic Flow Prediction: A Spatiotemporal Attention-Based Encoder–Decoder Model

IEEE Intelligent Transportation Systems Magazine

DOI

2023

Overview of the identification of traffic accident-prone locations driven by big data

Digital Transportation and Safety

DOI

2022

基于HOV理念的公交专用道交通组织优化

《北京交通大学学报》

2022

基于网络搜索引擎的大型活动客流规模预测

《北京交通大学学报》

2022

电动自行车出行特性及骑行决策行为建模

《吉林大学学报(工学版)》

2022

Urban Road Traffic Flow Prediction: A Graph Convolutional Network Embedded with Wavelet Decomposition and Attention Mechanism

Social Science Research Network

DOI

2021

Operating Safety Evaluation of Battery-Electric Taxi Based on Spatio-Temporal Speed Parameters

Sustainability，Vol. 13, No. 23

DOI

2021

Traffic Volume Prediction: A Fusion Deep Learning Model Considering Spatial-Temporal Correlation

Sustainability，Vol. 13, No. 19

DOI

2021

考虑时空相关性的网络交通流短期预测

《北京交通大学学报》

2021

电动自行车不安全骑行决策行为建模

《北京交通大学学报》

2021

基于GPS轨迹数据的货车交通流量需求预测循环神经网络模型

《北京交通大学学报》

2021

基于竞争路径选择的HOT车道费率优化模型

《北京交通大学学报》

2021

城轨换乘站服务设施布局与流线优化仿真评价

《系统仿真学报》

DOI

2021

Exploring the role of technology innovations in the diffusion of electric vehicle with an agent-based spatial integrated model

DOI

2021

Travel choice behavior of large-scale events based on structural equation model

Fifth International Conference on Traffic Engineering and Transportation System (ICTETS 2021)

DOI

2021

Identifying the Key Nodes and Sections of Urban Roadway Network Based on GPS Trajectory Data

Journal of Advanced Transportation

DOI

2021

Improve adaptive cruise control under driver distraction: Time headway compensation based on a random‐effect crash risk model

IET Intelligent Transport Systems

DOI

2021

Inferring Inter-City Trip Purpose From the Perspective of the Group

IEEE Access

DOI

2021

Evaluating the Ecological Sustainable Transportation System with An Application of Radial Basis Function Neural Network

IOP Conference Series: Materials Science and Engineering

DOI

2021

A land use optimization model of the multimodal passenger transportation hub on TOD mode based on strategy analyses

Journal of Physics, Conference Series

DOI

2020

Analysis and Prediction Model of Resident Travel Satisfaction

Sustainability，Vol. 12, No. 18

DOI

2020

The role of the license plate lottery policy in the adoption of Electric Vehicles: A case study of Beijing

Energy Policy，Vol. 139

DOI

2020

“点、线、面一体化”的区域慢行交通线网规划方法

《北京交通大学学报》

2020

Analysis of Residents’ Travel Characteristics and Policy Improving Strategies

2020

Exploring the effects of the built environment on commuting mode choice in neighborhoods near public transit stations: evidence from China

Transportation planning and technology (Print)

DOI

2020

A Framework for Intersection Traffic Safety Screening with the Implementation of Complex Network Theory

DOI

2020

Analyzing and Modeling for Mode Choice Behavior of Commuters in Metropolitan Areas

DOI

2020

Analysis of Driver Decisions at the Onset of Yellow at Signalized Intersections

DOI

2020

The potential influence of cost-related factors on the adoption of electric vehicle: An integrated micro-simulation approach

DOI

2019

Happiness in urbanizing China: The role of commuting and multi-scale built environment across urban regions

Transportation Research Part D-Transport And Environment，Vol. 74

DOI

2019

都市圈通勤出行行为特性分析与建模

《交通运输系统工程与信息》

DOI

2019

考虑交通小区相关性的小汽车拥有行为研究

《交通运输系统工程与信息》

DOI

2019

节假日公路免费政策下城际交通行为特性

《交通运输系统工程与信息》

DOI

2019

Exploring the future electric vehicle market and its impacts with an agent-based spatial integrated framework: A case study of Beijing, China

Journal of Cleaner Production

DOI

2019

Exploring the factors contribute to the injury severities of vulnerable roadway user involved crashes

International Journal of Injury Control and Safety Promotion

DOI

2019

Accounting for heterogeneity in traffic crash prediction: exploring the usage of a dynamic state-space approach

Transportmetrica A: Transport Science

DOI

2019

Roadway traffic crash prediction using a state-space model based support vector regression approach

PLoS ONE

DOI

2018

An innovative approach for traffic crash estimation and prediction on accommodating unobserved heterogeneities

Transportation Research Part B-Methodological，Vol. 118

DOI

2018

Multivariate dynamic Tobit models with lagged observed dependent variables: An effectiveness analysis of highway safety laws

Accident Analysis And Prevention，Vol. 113

DOI

2018

Advances in Traffic Safety Methodologies and Technologies

Journal of Advanced Transportation

DOI

2018

An Improved Deep Learning Model for Traffic Crash Prediction

Journal of Advanced Transportation

DOI

2017

Predicting expressway crash frequency using a random effect negative binomial model: A case study in China

Accident Analysis And Prevention，Vol. 98

DOI

2017

Exploring the effects of state highway safety laws and sociocultural characteristics on fatal crashes

Traffic Injury Prevention

DOI

2017

ランダム効果負の二項モデルを用いた高速道路衝突頻度の予測:中国での事例研究【Powered by NICT】

2017

Estimating Factors Contributing to Frequency and Severity of Large Truck–Involved Crashes

DOI

2017

A study of factors affecting intersection crash frequencies using random-parameter multivariate zero-inflated models

International Journal of Injury Control and Safety Promotion

DOI

2017

Analyzing the effectiveness of implemented highway safety laws for traffic safety across U.S. states

DOI

2016

Analyzing injury crashes using random-parameter bivariate regression models

DOI

2016

Effects of Roadway Geometric Design Features on Frequency of Truck-Related Crashes

DOI

2016

Agent-based joint model of residential location choice and real estate price for land use and transport model

Computers, Environment and Urban Systems

DOI

2016

Exploring factors affecting injury severity of crashes in freeway tunnels

DOI

2015

Exploring factors contributing to crash injury severity on rural two-lane highways

Journal Of Safety Research，Vol. 55

DOI

2015

Assessment of the effects of highway geometric design features on the frequency of truck involved crashes using bivariate regression

Transportation Research Part A-Policy And Practice，Vol. 75

DOI

2015

基于改进理想解法的城市道路建设排序方法

《交通工程》

2015

Identifying the factors contributing to the severity of truck-involved crashes

International Journal of Injury Control and Safety Promotion

DOI

2015

A spatial–temporal-based state space approach for freeway network traffic flow modelling and prediction

DOI

2014

Examining signalized intersection crash frequency using multivariate zero-inflated Poisson regression

Safety Science，Vol. 70

DOI

2014

Multivariate random-parameters zero-inflated negative binomial regression model: An application to estimate crash frequencies at intersections

Accident Analysis And Prevention，Vol. 70

DOI

2014

Differences in passenger car and large truck involved crash frequencies at urban signalized intersections: An exploratory analysis

Accident Analysis And Prevention，Vol. 62

DOI

2014

降级路网组合出行交通流分配模型与算法

《中南大学学报(自然科学版)》

2014

Kalman filter algorithm for short-term jam traffic prediction based on traffic parameter correlation

DOI

2014

Crash Prediction Model and Its Prevention Method for Consecutive Downgrade Section

2014

Combining the Statistical Model and Heuristic Model to Predict Flow Rate

DOI

2014

Flow rate and time mean speed predictions for the urban freeway network using state space models

DOI

2014

Examining the Influence of Speed Limits for Multilane Highways with Curbs and Gutters

DOI

2014

A simulation-based dynamic traffic assignment model with combined modes

DOI

2013

Short-Term Traffic Flow Forecasting Based on Periodicity Similarity Characteristics

DOI

2013

A short-term state-space model for free flow prediction based on spatial-temporal characteristics

2013

Selecting Speed Limits for Multilane Highways with Curbs and Gutters

2012

阻塞流状态下城市快速路交通流时空特性

《交通运输工程学报》

2012

Phase space reconstruction of traffic flow parameters on expressway based on G-P algorithm

2012

Temporal-spacial characteristic of urban expressway under jam flow condition

2012

Short-term traffic flow prediction for multi traffic states on urban expressway network

DOI

2012

Stochastic user equilibrium with combined mode in a degradable multi-modal transportation network

Journal of Computers

DOI

2011

基于累积Logistic模型的交通事故严重程度时空分析

《中国安全科学学报》

2011

城市道路基础设施建设时序规划方法及实践

《交通信息与安全》

2011

基于优化SVM的城市快速路网交通流状态判别

《北京交通大学学报》

2010

Traffic Modal Splitting Model Based on Game Theory with Incomplete Information

DOI

2010

Travel Mode Choice Modeling Based on Improved Probabilistic Neural Network

DOI

2010

A Video-based Algorithm for Moving Objects Detection at Signalized Intersection

2009

Capacity reliability of signalized intersections with mixed traffic conditions

DOI

2009

Real-Time Pedestrian Detection Based on Improved Gaussian Mixture Model

International Conference on Measuring Technology and Mechatronics Automation

DOI

2009

Short-Term Traffic Flow Forecasting of Road Network Based on Spatial-Temporal Characteristics of Traffic Flow

2009 WRI World Congress on Computer Science and Information Engineering

DOI

2008

Review of Pedestrian Traffic Data Collection Method Based on Video Image Processing

2023

基于纳什均衡组合权重VIKOR法的纯电动出租车行驶安全性评价

《2023世界交通运输大会(WTC2023)论文集(下册)》

DOI

2023

基于RFE的改进XGBoost驾驶分神识别模型

《2023世界交通运输大会(WTC2023)论文集(下册)》

DOI