Kun Gao

LSTM-Based Vehicle Trajectory Prediction Using UAV Aerial Data

An interpretable prediction model of illegal running into the opposite lane on curve sections of two-lane rural roads from drivers’ visual perceptions

2023

Data-driven interpretation on interactive and nonlinear effects of the correlated built environment on shared mobility

A platoon-based cooperative optimal control for connected autonomous vehicles at highway on-ramps under heavy traffic

2023

On the Fundamental Diagram for Freeway Traffic: Exploring the Lower Bound of the Fitting Error and Correcting the Generalized Linear Regression Models

Deep Demand Prediction: An Enhanced Conformer Model With Cold-Start Adaptation for Origin–Destination Ride-Hailing Demand Prediction

2023

Truck platooning reshapes greenhouse gas emissions of the integrated vehicle-road infrastructure system

2023

A spatio-temporal deep learning model for short-term bike-sharing demand prediction

Unraveling the mode substitution of dockless bike-sharing systems and its determinants: A trip level data-driven interpretation

Flexible Eco-cruising Strategy for Connected and Automated Vehicles with Efficient Driving Lane Planning and Speed Optimization

Adaptive Collision-Free Trajectory Tracking Control for String Stable Bidirectional Platoons

2023

Investigating machine learning for simulating urban transport patterns: A comparison with traditional macro-models

A Context-Aware Framework for Risky Driving Behavior Evaluation Based on Trajectory Data

How do travel characteristics of ridesplitting affect its benefits in emission reduction? evidence from Chengdu

2023

Joint optimal vehicle and recharging scheduling for mixed bus fleets under limited chargers

2023

Emission impacts of left-turn lane on light-heavy-duty mixed traffic in signalized intersections: Optimization and empirical analysis

Optimizing the Deployment of Automated Speed Camera at the Intersections Using GPS Trajectories

2022

Divergent Effects of Factors on Crash Severity under Autonomous and Conventional Driving Modes Using a Hierarchical Bayesian Approach

Inertia effects of past behavior in commuting modal shift behavior: interactions, variations and implications for demand estimation

2022

Autonomous vehicle fleets for public transport: scenarios and comparisons

2022

Data and Code Disclosure and Sharing Policy of communications in transportation research

2022

Revealing driver psychophysiological response to emergency braking in distracted driving based on field experiments

2022

Merging control strategies of connected and autonomous vehicles at freeway on-ramps: a comprehensive review

2022

A bi-level optimization framework for charging station design problem considering heterogeneous charging modes

2022

Revealing the determinants of the intermodal transfer ratio between metro and bus systems considering spatial variations

Contagion spread modeling in transport networks and transport operation optimizations for containing epidemics

Examining nonlinear and interaction effects of multiple determinants on airline travel satisfaction

Cumulative prospect theory coupled with multi-attribute decision making for modeling travel behavior

Optimal Design of Mixed Charging Station for Electric Transit with Joint Consideration of Normal Charging and Fast Charging

Extrapolation-enhanced model for travel decision making: An ensemble machine learning approach considering behavioral theory

2021

High-resolution assessment of environmental benefits of dockless bike-sharing systems based on transaction data

2021

Spatial heterogeneity in distance decay of using bike sharing: An empirical large-scale analysis in Shanghai

Quantifying economic benefits from free-floating bike-sharing systems: A trip-level inference approach and city-scale analysis

Modeling Measurements Towards Effect of Past Behavior on Travel Behavior

Driving Style Recognition Incorporating Risk Surrogate by Support Vector Machine

2021

Diverging effects of subjective prospect values of uncertain time and money

Modeling Commercial Vehicle Drivers’ Acceptance of Forward Collision Warning System

2020

Spatio-Temporal Usage Patterns of Dockless Bike-Sharing Service Linking to a Metro Station: A Case Study in Shanghai, China

How to Model the Influence of In-vehicle Crowding on Travel Behavior: A Comparison Among Moderation, Independent Variable and Interaction

2020

An empirical analysis of dockless bike-sharing utilization and its explanatory factors: Case study from Shanghai, China

2020

Influential factors associated with consecutive crash severity: A two-level logistic modeling approach

Modelling the Relationships Between Headway and Speed in Saturation Flow of Signalised Intersections

Revealing psychological inertia in mode shift behavior and its quantitative influences on commuting trips

Will Autonomous Vehicles Improve Traffic Efficiency and Safety in Urban Road Bottlenecks? The Penetration Rate Matters