刘志远

2026

Bayesian optimization for traffic sensor deployment: Integrating network flow estimation into location planning

Transportation Research Part E-Logistics And Transportation Review，Vol. 207

DOI

2026

数据驱动的需求响应型定制公交线路规划

《清华大学学报(自然科学版)》

DOI

2026

Urban energy and transport impacts of autonomous robotaxi deployment

Nature Sustainability

DOI

2026

Calibration of electric vehicle energy consumption models: A context-Integrated transfer bayesian optimization approach

Transportation Research Part E Logistics and Transportation Review

DOI

2026

A joint optimization-simulation framework for decision-making in complex networks

Transportation Research Part E Logistics and Transportation Review

DOI

2026

Physics-informed platooning with learning-augmented calibration and compensation: A real-world study

Communications in Transportation Research

DOI

2026

A Trilevel Programming Model and Nested Generalized Benders Decomposition for the Bus Line Contracting Problem

INFORMS journal on computing

DOI

2026

A Markov Chain-Based SDDiP Method for Integrated Logistics and Hydrogen-Electric Energy Scheduling for Seaports

IEEE Transactions on Industrial Informatics

DOI

2026

Two-region mixed autonomy network with park-and-ride: Macroscopic modeling, microscopic validation, and multi-scenario analysis

Transportation Research Part A Policy and Practice

DOI

2026

City pulse aware graph neural network for joint volume and speed estimation in urban traffic

Computer-Aided Civil and Infrastructure Engineering

DOI

2026

Evolution of electric bus systems: A review of models, methods, and future directions

Transportation Research Part D Transport and Environment

DOI

2026

Spatiotemporal Coordination Optimization in Electric Vehicle Transportation-Energy Networks Based on Virtual Service Nodes

IEEE Transactions on Transportation Electrification

DOI

2026

Energy Consumption Analysis of Motor Vehicles at Urban Intersections Based on Chain of Thought and Large Language Models

Lecture notes in electrical engineering

DOI

2025

Integrating freight transport into first-and-last-mile ridesharing services with modular autonomous vehicles

Transportation Research Part B-Methodological，Vol. 202

DOI

2025

An enhanced parallel block coordinate descent algorithm with shared memory for solving large-scale user equilibrium problems

Transportation Research Part E-Logistics And Transportation Review，Vol. 204

DOI

2025

A Heteroscedastic Robust Bayesian Optimization Method for Solving Simulation-Based Transportation Problems

Transportation Science，Vol. 590, No. 60

DOI

2025

Prescriptive analytics of electric bus battery allocation optimization based on the Plackett-Luce model

Transportation Research Part E-Logistics And Transportation Review，Vol. 203

DOI

2025

Optimizing land-air collaborative operations with environmental considerations

Transportation Research Part E-Logistics And Transportation Review，Vol. 202

DOI

2025

Adaptive capacity for multimodal transport network resilience to extreme floods

Nature Sustainability，Vol. 80, No. 70

DOI

2025

Prescriptive analytics for freeway traffic state estimation by multi-source data fusion

Transportation Research Part E-Logistics And Transportation Review，Vol. 198

DOI

2025

Capturing traffic state variation process: An analytical modeling approach

Transportation Research Part E-Logistics And Transportation Review，Vol. 198

DOI

2025

Exploring variabilities of multi-week activity-travel patterns: a deep embedded clustering approach

Transportation

DOI

2025

Conflict-free optimal control of connected automated vehicles at unsignalized intersections: A condition-based computational framework with constrained terminal position and speed

Transportation Research Part B-Methodological，Vol. 195

DOI

2025

Multi-Agent reinforcement learning framework for addressing Demand-Supply imbalance of Shared Autonomous Electric Vehicle

Transportation Research Part E-Logistics And Transportation Review，Vol. 197

DOI

2025

交通大数据 理论与方法

2025

基于事件特征机器学习的高速公路收费站管控决策系统

《公路》

2025

交通大数据 存储与计算

2025

智慧公路发展与研究大综述(2025):交通信息监测

《公路交通科技》

2025

Bus priority: lane-based pre-timed signal timing with buses in different directions at isolated intersections

Transportation Research Part E Logistics and Transportation Review

DOI

2025

A hybrid ranking and selection procedure to solve simulation-based discrete network design problems

Transportation Research Part C Emerging Technologies

DOI

2025

A graph vertex-coloring-based parallel block coordinate descent method for solving the traffic assignment problem

Transportation Research Part C Emerging Technologies

DOI

2025

TRIP: Transport reasoning with intelligence progression — A foundation framework

Transportation Research Part C Emerging Technologies

DOI

2025

Topological Information Utilization in Label Enhancement and Label Distribution Learning Based on Optimal Transport Theory

IEEE Transactions on Knowledge and Data Engineering

DOI

2025

A hybrid physics-based and data-driven approach for car-following behavior modeling and analysis

Transportation Research Part C Emerging Technologies

DOI

2025

A coordinated passenger flow control model for urban rail transit considering willingness to board

Multimodal Transportation

DOI

2025

Leveraging Semi-Supervised Learning and Meta-Learning for Re-Identification in Few-Shot Spatiotemporal Anomaly Detection

IEEE Transactions on Neural Networks and Learning Systems

DOI

2025

A physics‐informed train on synthetic and test on real method for evaluating large language model‐generated safety‐critical traffic scenarios

Computer-Aided Civil and Infrastructure Engineering

DOI

2025

Sustainable electrified seaports: A coordinated energy and logistics scheduling approach for future maritime hubs

Applied Energy

DOI

2025

MM-STFlowNet: A Transportation Hub-Oriented Multi-Mode Passenger Flow Prediction Method via Spatial-Temporal Dynamic Graph Modeling

IEEE Transactions on Intelligent Transportation Systems

DOI

2025

Customised bus routing problem for commuting travel demand considering route similarity

Transportmetrica A Transport Science

DOI

2025

Day-to-Day Traffic Flow Dynamics With Mixed Autonomy Considering Link-Level Penetration Rate Evolution of Autonomous Vehicles

Proceedings of the IEEE

DOI

2025

Evaluating Effectiveness and Identifying Appropriate Methods for Anomaly Detection in Intelligent Transportation Systems

IEEE Transactions on Intelligent Transportation Systems

DOI

2025

A Surrogate Piecewise Linear Loss Function for Contextual Stochastic Linear Programs in Transport

Mathematics

DOI

2025

Spatiotemporal coordination of electric vehicle traffic and energy flows in coupled power-transportation networks with multiple energy replenishment and vehicle-to-grid strategies

Applied Energy

DOI

2025

Improved Fuel Consumption Estimation for Sailing Speed Optimization: Eliminating Log Transformation Bias

Mathematics

DOI

2025

Sample Distribution Approximation for the Ship Fleet Deployment Problem Under Random Demand

Mathematics

DOI

2025

Evaluations of semantic segmentation algorithms in railway scenarios

DOI

2025

An integrated framework for multiple traffic anomalies detection on highways using vehicle trajectories

Computer-Aided Civil and Infrastructure Engineering

DOI

2025

A scalable learning approach for user equilibrium traffic assignment problem using graph convolutional networks

Electronic Research Archive

DOI

2024

Urban mobility foundation model: A literature review and hierarchical perspective

Transportation Research Part E-Logistics And Transportation Review，Vol. 192

DOI

2024

A data-driven optimization-based approach for freeway traffic state estimation based on heterogeneous sensor data fusion

Transportation Research Part E-Logistics And Transportation Review，Vol. 189

DOI

2024

A novel ranking method based on semi-SPO for battery swapping allocation optimization in a hybrid electric transit system

Transportation Research Part E-Logistics And Transportation Review，Vol. 188

DOI

2024

Simulation-Based Robust and Adaptive Optimization Method for Heteroscedastic Transportation Problems

Transportation Science，Vol. 580, No. 40

DOI

2024

Short-term and long-term impacts of shared autonomous vehicle choice behavior

Transportation Research Part D-Transport And Environment，Vol. 132

DOI

2024

Robust cooperative control strategy for a platoon of connected and autonomous vehicles against sensor errors and control errors simultaneously in a real-world driving environment

Transportation Research Part B-Methodological，Vol. 184

DOI

2024

Subsidy Allocation Problem with Bus Frequency Setting Game: A Trilevel Formulation and Exact Algorithm

Transportation Science，Vol. 580, No. 30

DOI

2024

Modeling link capacity constraints with physical queuing and toll in the bi-modal mixed road network including bus and car modes

Transportation Research Part E-Logistics And Transportation Review，Vol. 184

DOI

2024

Modelling the pedestrian's willingness to walk on the subway platform: A novel approach to analyze in-vehicle crowd congestion

Transportation Research Part E-Logistics And Transportation Review，Vol. 181

DOI

2024

A parallel computing framework for large-scale microscopic traffic simulation based on spectral partitioning

Transportation Research Part E-Logistics And Transportation Review，Vol. 181

DOI

2024

城市多模式交通大模型MT-GPT:点线面的分层技术与应用场景

《中国公路学报》

2024

SC-V2XSim:车路协同环境下的高速公路混合交通流联合仿真方法

《武汉大学学报(信息科学版)》

2024

Bi-objective optimization of timetable and rolling stock schedule for an urban rail passenger and freight line

Computers & Industrial Engineering

DOI

2024

A composite transportation network design problem with land-air coordinated operations

Transportation Research Part C Emerging Technologies

DOI

2024

A novel framework of the alternating direction method of multipliers with application to traffic assignment problem

Transportation Research Part C Emerging Technologies

DOI

2024

Geometry-aware car-following model construction: Theoretical modeling and empirical analysis on horizontal curves

Transportation Research Part C Emerging Technologies

DOI

2024

Synergising urban freight transportation in passenger-oriented transit corridors: An efficient Mixed-Integer Linear Programming approach

Transportation Research Part C Emerging Technologies

DOI

2024

Adaptive generative adjustable electric fence method and internal obstacle detection

Transportation Research Part C Emerging Technologies

DOI

2024

Understanding the timing of urban morning commuting trips on mass transit railway systems

Transportation Research Part C Emerging Technologies

DOI

2024

A Backtracking Algorithm for Solving the Nearly Equitable Strong Edge-coloring Problem on Transportation Network

Networks and Spatial Economics

DOI

2024

HPTSim: A Highway Parallel Traffic Simulation Framework for Mixed Concurrency Scenarios

IEEE Intelligent Transportation Systems Magazine

DOI

2024

Modeling and Application of Meteorological-Transportation-Power Coupling Complex Network

IEEE Transportation Electrification Conference and Expo, Asia-Pacific (ITEC Asia-Pacific)

DOI

2024

Fusing Physics-Based and Data-Driven Models for Car-Following Modeling: A Particle Filter Approach

Journal of Transportation Engineering Part A Systems

DOI

2024

Origin-Destination Matrix Prediction in Public Transport Networks: Incorporating Heterogeneous Direct and Transfer Trips

IEEE Transactions on Intelligent Transportation Systems

DOI

2024

Lane change decision prediction: an efficient BO-XGB modelling approach with SHAP analysis

Transportmetrica A Transport Science

DOI

2024

The calculation and distribution of CAV carbon emissions on urban transportation systems: A comparative analysis of renewable and non-renewable energy sources

Renewable Energy

DOI

2024

A holistic approach to multi-depot electric bus scheduling for energy saving considering limitations in charging facilities

Energy

DOI

2024

Special Issue on Methods and Applications for Large-Scale Intelligent Transportation Systems [Guest Editorial]

IEEE Intelligent Transportation Systems Magazine

DOI

2024

A Distributed Computing Method Integrating Improved Gradient Projection for Solving Stochastic Traffic Equilibrium Problem

Networks and Spatial Economics

DOI

2024

A Low-Rank Bayesian Temporal Matrix Factorization for the Transfer Time Prediction Between Metro and Bus Systems

IEEE Transactions on Intelligent Transportation Systems

DOI

2024

Impediments to Environmental Awareness in Autonomous Driving Systems and its Effect on User Adoption

IEEE Transactions on Intelligent Vehicles

DOI

2023

Macroscopic parking dynamics and equitable pricing: Integrating trip-based modeling with simulation-based robust optimization

Transportation Research Part B-Methodological，Vol. 173

DOI

2023

A holistic data-driven framework for developing a complete profile of bus passengers

Transportation Research Part A-Policy And Practice，Vol. 173

DOI

2023

Simulation-based dynamic origin-destination matrix estimation on freeways: A Bayesian optimization approach

Transportation Research Part E-Logistics And Transportation Review，Vol. 173

DOI

2023

Configuration design of the emission control areas for coastal ships: A Stackelberg game model

Transportation Research Part E-Logistics And Transportation Review，Vol. 172

DOI

2023

Bayesian optimization for congestion pricing problems: A general framework and its instability

Transportation Research Part B-Methodological，Vol. 169

DOI

2023

低碳导向下基于出行者活动行为的碳积分定价和公交服务优化

《系统工程理论与实践》，Vol. 43, No. 6

下载原文

2023

考虑行程时间波动的电动公交可变行车计划

《交通运输系统工程与信息》

2023

A Gaussian-Process-Based Data-Driven Traffic Flow Model and Its Application in Road Capacity Analysis

IEEE Transactions on Intelligent Transportation Systems

DOI

2023

Integrated self-consistent macro-micro traffic flow modeling and calibration framework based on trajectory data

Transportation Research Part C Emerging Technologies

DOI

2023

TERL: Two-Stage Ensemble Reinforcement Learning Paradigm for Large-Scale Decentralized Decision Making in Transportation Simulation

IEEE Transactions on Knowledge and Data Engineering

DOI

2023

TRELM-DROP: An impavement non-iterative algorithm for traffic flow forecast

Physica A Statistical Mechanics and its Applications

DOI

2023

A toll-based approach for regulating hazmat transportation network considering boundedly rational route choice

Transportmetrica A Transport Science

DOI

2023

A Customized Data Fusion Tensor Approach for Interval-Wise Missing Network Volume Imputation

IEEE Transactions on Intelligent Transportation Systems

DOI

2023

PaCS: A Parallel Computation Framework for Field-Based Crowd Simulation

IEEE Transactions on Intelligent Transportation Systems

DOI

2023

A Systematic Approach for the Calibration of Route Choice Models Based on Stochastic User Equilibrium

IEEE Intelligent Transportation Systems Magazine

DOI

2023

IG-Net: An Interaction Graph Network Model for Metro Passenger Flow Forecasting

IEEE Transactions on Intelligent Transportation Systems

DOI

2023

A data-driven on-site injury severity assessment model for car-to-electric-bicycle collisions based on positional relationship and random forest

Electronic Research Archive

DOI

2022

考虑有限理性和公平性的危险品运输网络优化

《交通信息与安全》

2022

微观交通仿真模型参数标定研究综述

《铁道科学与工程学报》

2022

Simulation-based analysis of second-best multimodal network capacity

Transportation Research Part C Emerging Technologies

DOI

2022

Network traffic instability with automated driving and cooperative merging

Transportation Research Part C Emerging Technologies

DOI

2022

Integrating Multimodal Transportation Research

Multimodal Transportation

DOI

2022

Estimating key traffic state parameters through parsimonious spatial queue models

Transportation Research Part C Emerging Technologies

DOI

2022

A Joint Travel Mode and Departure Time Choice Model in Dynamic Multimodal Transportation Networks Based on Deep Reinforcement Learning

Multimodal Transportation

DOI

2022

Balancing the GHG emissions and operational costs for a mixed fleet of electric buses and diesel buses

Applied Energy

DOI

2022

Estimation of Joint Activity–Travel Benefit with Metro Smart Card Data

Journal of Transportation Engineering Part A Systems

DOI

2022

Estimating fundamental diagram for multi-modal signalized urban links with limited probe data

Physica A Statistical Mechanics and its Applications

DOI

2022

Charging-Related State Prediction for Electric Vehicles Using the Deep Learning Model

Journal of Advanced Transportation

DOI

2022

An Integrated Traffic and Vehicle Co-Simulation Testing Framework for Connected and Autonomous Vehicles

IEEE Intelligent Transportation Systems Magazine

DOI

2022

When to Charge a Small-Range Battery Electric Vehicle: Refining Charging Strategies Using a Scenario-Based Approach

Journal of Transportation Engineering Part A Systems

DOI

2022

Gaussian Process Regression for Transportation System Estimation and Prediction Problems: The Deformation and a Hat Kernel

IEEE Transactions on Intelligent Transportation Systems

DOI

2022

A Simulation-Based Model for Continuous Network Design Problem Using Bayesian Optimization

IEEE Transactions on Intelligent Transportation Systems

DOI

2022

Spatially Formulated Connected Automated Vehicle Trajectory Optimization with Infrastructure Assistance

Journal of Advanced Transportation

DOI

2022

Quantify the Road Link Performance and Capacity Using Deep Learning Models

IEEE Transactions on Intelligent Transportation Systems

DOI

2022

Analysis of the Information Entropy on Traffic Flows

IEEE Transactions on Intelligent Transportation Systems

DOI

2022

An Overview of Agent-Based Models for Transport Simulation and Analysis

Journal of Advanced Transportation

DOI

2022

Weibull Distribution-Based Neural Network for Stochastic Capacity Estimation

Journal of Transportation Engineering Part A Systems

DOI

2022

A Lagrangian relaxation approach for the electric bus charging scheduling optimisation problem

Transportmetrica A Transport Science

DOI

2022

Autonomous driving under V2X environment: state-of-the-art survey and challenges

Intelligent Transportation Infrastructure

DOI

2022

BO-B&B: A hybrid algorithm based on Bayesian optimization and branch-and-bound for discrete network design problems

Electronic Research Archive

DOI

2022

To pay or not to pay? Understanding public acceptance of congestion pricing: A case study of Nanjing

Electronic Research Archive

DOI

2022

A taxi detour trajectory detection model based on iBAT and DTW algorithm

Electronic Research Archive

DOI

2021

Joint optimisation of transfer location and capacity for a capacitated multimodal transport network with elastic demand: a bi-level programming model and paradoxes

Transportation Research Part E-Logistics And Transportation Review，Vol. 156

DOI

2021

DeepTSP: Deep traffic state prediction model based on large-scale empirical data

Communications In Transportation Research，Vol. 1

DOI

2021

An s-shaped three-parameter (S3) traffic stream model with consistent car following relationship

Transportation Research Part B-Methodological，Vol. 153

DOI

2021

Estimation of urban network capacity with second-best constraints for multimodal transport systems

Transportation Research Part B-Methodological，Vol. 152

DOI

2021

An improved learning-and-optimization train fare design method for addressing commuting congestion at CBD stations

Transportation Research Part E-Logistics And Transportation Review，Vol. 153

DOI

2021

Optimal Congestion Pricing with Day-to-Day Evolutionary Flow Dynamics: A Mean-Variance Optimization Approach

Sustainability，Vol. 13, No. 9

DOI

2021

基于时空特征提取和深度学习的出行需求预测模型

《武汉理工大学学报》

2021

Exploring a large-scale multi-modal transportation recommendation system

Transportation Research Part C Emerging Technologies

DOI

2021

Spatial–Temporal Convolutional Model for Urban Crowd Density Prediction Based on Mobile-Phone Signaling Data

IEEE Transactions on Intelligent Transportation Systems

DOI

2021

Integrated Optimization of Port Rotation Direction and Fleet Deployment for Container Liner Shipping Routes

Discrete Dynamics in Nature and Society

DOI

2021

An Optimal Transit Fare and Frequency Design Model with Equity Impact Constraints

Journal of Transportation Engineering Part A Systems

DOI

2021

Traffic state classification and prediction based on trajectory data

Journal of Intelligent Transportation Systems

DOI

2021

Short-Term Estimation and Prediction of Pedestrian Density in Urban Hot Spots Based on Mobile Phone Data

IEEE Transactions on Intelligent Transportation Systems

DOI

2021

Dynamic Origin-Destination Flow Prediction Using Spatial-Temporal Graph Convolution Network With Mobile Phone Data

IEEE Intelligent Transportation Systems Magazine

DOI

2021

An improved parallel block coordinate descent method for the distributed computing of traffic assignment problem

Transportmetrica A Transport Science

DOI

2021

Improved Dynamic Time Warping Algorithm for Bus Route Trajectory Curve Fitting

Journal of Transportation Engineering Part A Systems

DOI

2021

Behavior2vector: Embedding Users’ Personalized Travel Behavior to Vector

IEEE Transactions on Intelligent Transportation Systems

DOI

2021

A Partial-Fréchet-Distance-Based Framework for Bus Route Identification

IEEE Transactions on Intelligent Transportation Systems

DOI

2020

Analysis of adding-runs strategy for peak-hour regular bus services

Transportation Research Part E-Logistics And Transportation Review，Vol. 143

DOI

2020

Trip chain based usage patterns analysis of the round-trip carsharing system: A case study in Beijing

Transportation Research Part A-Policy And Practice，Vol. 140

DOI

2020

A static bike repositioning model in a hub-and-spoke network framework

Transportation Research Part E-Logistics And Transportation Review，Vol. 141

DOI

2020

Performance of transportation network under perturbations: Reliability, vulnerability, and resilience

Transportation Research Part E-Logistics And Transportation Review，Vol. 133

DOI

2020

考虑交通环境和纯电动汽车电池电量的动态路径规划方法

《上海大学学报(自然科学版)》

2020

网约车出行需求预测方法

《上海大学学报(自然科学版)》

2020

Estimating Sectional Volume of Travelers Based on Mobile Phone Data

Journal of Transportation Engineering Part A Systems

DOI

2020

A parallel computing approach to solve traffic assignment using path-based gradient projection algorithm

Transportation Research Part C Emerging Technologies

DOI

2020

A multi-stage stochastic optimization approach to the stop-skipping and bus lane reservation schemes

Transportmetrica A Transport Science

DOI

2020

Exploring multi-scale spatial relationship between built environment and public bicycle ridership: A case study in Nanjing

Journal of Transport and Land Use

DOI

2020

Ridesourcing Behavior Analysis and Prediction: A Network Perspective

IEEE Transactions on Intelligent Transportation Systems

DOI

2020

Maximizing space-time accessibility in multi-modal transit networks: an activity-based approach

Transportmetrica A Transport Science

DOI

2020

An agent-based model for real-time bus stop-skipping and holding schemes

Transportmetrica A Transport Science

DOI

2020

Automatic Feature Engineering for Bus Passenger Flow Prediction Based on Modular Convolutional Neural Network

IEEE Transactions on Intelligent Transportation Systems

DOI

2020

Building Personalized Transportation Model for Online Taxi-Hailing Demand Prediction

IEEE Transactions on Cybernetics

DOI

2020

Measuring accessibility of bus system based on multi-source traffic data

Geo-spatial Information Science

DOI

2020

Characteristic Analysis and Prediction of Traffic Accidents in the Multiethnic Plateau Mountain Area

Journal of Transportation Engineering Part A Systems

DOI

2020

Integrating Bus Priority and Presignal Method at Signalized Intersection: Algorithm Development and Evaluation

Journal of Transportation Engineering Part A Systems

DOI

2020

Urban road traffic condition forecasting based on sparse ride‐hailing service data

IET Intelligent Transport Systems

DOI

2020

Influencing Factors in Congestion Pricing Acceptability: A Literature Review

Journal of Advanced Transportation

DOI

2020

Short-Term Traffic Speed Prediction of Urban Road With Multi-Source Data

IEEE Access

DOI

2020

A parallel computing framework for solving user equilibrium problem on computer clusters

Transportmetrica A Transport Science

DOI

2020

Mixed Scheduling Strategy for High Frequency Bus Routes With Common Stops

IEEE Access

DOI

2020

Effects of weather factors on the spatial and temporal distributions of metro passenger flows: An empirical study based on smart card data

《地理科学进展》

DOI

2019

多模式公交网络中考虑定制公交的活动与出行建模

《交通运输系统工程与信息》

2019

Impact Analysis of Congestion Pricing Scheme in a Multimodal Transport Network

CICTP 2019

DOI

2019

Traffic States Recognition and Prediction Based on Floating Car Data

CICTP 2019

DOI

2019

Overview of Studies on the Wi-Fi Probe Data Analysis for Transport Problems

CICTP 2019

DOI

2019

Modelling for Joint Urban Parking Charge and Park-and-Ride Scheme in a Multimodal Transport Network

CICTP 2019

DOI

2019

Analysis of the Use Rate of Transport Modes Influenced by Customized Buses

CICTP 2019

DOI

2019

Spatial Analysis of the Relationship between Urban Built Environment and Public Bicycle Ridership

CICTP 2019

DOI

2019

A spatio-temporal ensemble method for large-scale traffic state prediction

Computer-Aided Civil and Infrastructure Engineering

DOI

2019

Cost-Effectiveness Analysis of Plug-In Hybrid Electric Vehicles using Vehicle Usage Data Collected in Shanghai, China

Transportation Research Record Journal of the Transportation Research Board

DOI

2019

Optimizing the release of passenger flow guidance information in urban rail transit network via agent-based simulation

Applied Mathematical Modelling

DOI

2019

Models and Technologies for Transport System Flow Analysis

Journal of Advanced Transportation

DOI

2019

Distance-Based Congestion Pricing with Day-to-Day Dynamic Traffic Flow Evolution Process

Discrete Dynamics in Nature and Society

DOI

2019

Prediction of City-Scale Dynamic Taxi Origin-Destination Flows Using a Hybrid Deep Neural Network Combined With Travel Time

IEEE Access

DOI

2019

Analysis of the Influencing Factors of Carpooling Schemes

IEEE Intelligent Transportation Systems Magazine

DOI

2019

Traffic Volume Estimation in Multimodal Urban Networks Using Cell Phone Location Data

IEEE Intelligent Transportation Systems Magazine

DOI

2019

Optimal planning of Transfer Instracture in a Multimodal Transport Network: Bi-level Modeling and Paradoxes

Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)

2019

A two-phase optimization model for the demand-responsive customized bus network design

Transportation Research Part C Emerging Technologies

DOI

2019

A tailored machine learning approach for urban transport network flow estimation

Transportation Research Part C Emerging Technologies

DOI

2019

An effective spatial-temporal attention based neural network for traffic flow prediction

Transportation Research Part C Emerging Technologies

DOI

2019

Surrogate-based simulation optimization approach for day-to-day dynamics model calibration with real data

Transportation Research Part C Emerging Technologies

DOI

2019

Spatio-Temporal Ensemble Method for Car-Hailing Demand Prediction

IEEE Transactions on Intelligent Transportation Systems

DOI

2019

Attention-Based Deep Ensemble Net for Large-Scale Online Taxi-Hailing Demand Prediction

IEEE Transactions on Intelligent Transportation Systems

DOI

2019

Analysis of the acceptance of park-and-ride by users: A cumulative logistic regression approach

Journal of Transport and Land Use

DOI

2019

Vehicle Routing Strategy for Disaster Relief Operation: A Case Study

CICTP 2019

DOI

2019

Optimal Time Period of Fare-Free Public Transport Zone Based on Social Equity

CICTP 2019

DOI

2019

Dockless Bike-Sharing Rebalancing Problem with Simultaneous Faulty Bike Recycling

CICTP 2019

DOI

2019

Agent-Based Simulation for Optimization of Bus Transit Lines

CICTP 2019

DOI

2019

Investigating Commuters’ Leisure Activity Choice Behavior Based on Metro Smart Card Data

CICTP 2019

DOI

2019

Malformed Intersection Level of Service Promotion Strategy Research Based on VISSIM

CICTP 2019

DOI

2019

Modeling of Charging Station Choice among EV Drivers Based on Prospect Theory

CICTP 2019

DOI

2018

Subloop-based reversal of port rotation directions for container liner shipping network alteration

Transportation Research Part B-Methodological，Vol. 118

DOI

2018

Remote park-and-ride network equilibrium model and its applications

Transportation Research Part B-Methodological，Vol. 117

DOI

2018

Continuum approximation modeling of transit network design considering local route service and short-turn strategy

Transportation Research Part E-Logistics And Transportation Review，Vol. 119

DOI

2018

A disaggregate study of urban rail transit feeder transfer penalties including weather effects

Transportation，Vol. 450, No. 5

DOI

2018

Electric vehicle fleet size and trip pricing for one-way carsharing services considering vehicle relocation and personnel assignment

Transportation Research Part B-Methodological，Vol. 111

DOI

2018

A Two-Stage Destination Prediction Framework of Shared Bicycles Based on Geographical Position Recommendation

IEEE Intelligent Transportation Systems Magazine

DOI

2018

Nonlinear Distance-Based Dynamic Pricing Considering Congestion-Level Correction

International Journal of Transportation

DOI

2018

OD Demand Forecasting for the Large-Scale Dockless Sharing Bike System: A Deep Learning Approach

CICTP 2018

DOI

2018

Measuring Connectivity of Multi-Modal Transit Networks with Customized Bus Services: An Activity-Based Approach

CICTP 2018

DOI

2018

Analysis of the Use Rate of Transport Modes Influenced by Bike Sharing

CICTP 2018

DOI

2018

Traveler Activity Analysis of Typical Buildings: Based on Cell Phone Signaling Data

CICTP 2018

DOI

2018

A Lagrangian-Based Approach for Reliable User Equilibrium Considering Link Travel Time Variance

CICTP 2018

DOI

2018

Link Criticality Analysis Based on Reliable Shortest Path in Network with Correlated Link Travel Times

CICTP 2018

DOI

2018

Urban Rail Transit Demand Analysis and Prediction: A Review of Recent Studies

Smart innovation, systems and technologies

DOI

2018

Estimating the Value of Travel Time Using Mixed Logit Model: A Practical Survey in Nanjing

Smart innovation, systems and technologies

DOI

2018

Unlock a Bike, Unlock New York: A Study of the New York Citi Bike System

Smart innovation, systems and technologies

DOI

2018

An Investigation of Battery Electric Vehicle Driving and Charging Behaviors Using Vehicle Usage Data Collected in Shanghai, China

Transportation Research Record Journal of the Transportation Research Board

DOI

2018

Citywide Spatial-Temporal Travel Time Estimation Using Big and Sparse Trajectories

IEEE Transactions on Intelligent Transportation Systems

DOI

2018

Modeling Asymmetric and Non-Additive P&R Schemes in Multimodal Network Equilibrium Problem

CICTP 2017

DOI

2018

Multimodal transit network design in a hub-and-spoke network framework

Transportmetrica A Transport Science

DOI

2018

Congestion pricing practices and public acceptance: A review of evidence

Case Studies on Transport Policy

DOI

2018

Intermodal transportation of modular structure units

World Review of Intermodal Transportation Research

DOI

2018

Optimal distance- and time-dependent area-based pricing with the Network Fundamental Diagram

Transportation Research Part C Emerging Technologies

DOI

2018

A tensor-based Bayesian probabilistic model for citywide personalized travel time estimation

Transportation Research Part C Emerging Technologies

DOI

2017

Network-level Optimization of Bus Stop Placement in Urban Areas

KSCE Journal of Civil Engineering

DOI

2017

A real-time traffic control method for the intersection with pre-signals under the phase swap sorting strategy

PLoS ONE

DOI

2017

Design of suburban bus route for airport access

Transportmetrica A Transport Science

DOI

2017

On the Uniqueness of User Equilibrium Flow with Speed Limit

Networks and Spatial Economics

DOI

2017

Stochastic traffic assignment of mixed electric vehicle and gasoline vehicle flow with path distance constraints

Transportation research procedia

DOI

2017

A New Model for Rail-Based Park-And-Ride with Feeder Bus Services

Transportation research procedia

DOI

2017

A Trial-and-Error Method with Autonomous Vehicle-to-Infrastructure Traffic Counts for Cordon-Based Congestion Pricing

Journal of Advanced Transportation

DOI

2017

A big data approach for clustering and calibration of link fundamental diagrams for large-scale network simulation applications

Transportation Research Part C Emerging Technologies

DOI

2017

OPTIMIZATION OF SIGNAL-TIMING PARAMETERS FOR THE INTERSECTION WITH HOOK TURNS

Transport

DOI

2017

Robust optimization of distance-based tolls in a network considering stochastic day to day dynamics

Transportation Research Part C Emerging Technologies

DOI

2016

Optimal transit fare and service frequency of a nonlinear origin-destination based fare structure

Transportation Research Part E-Logistics And Transportation Review，Vol. 96

DOI

2016

Willingness to board: A novel concept for modeling queuing up passengers

Transportation Research Part B-Methodological，Vol. 90

DOI

2016

An Optimization Decision Model of Urban Public Transit Fare Structures

DOI

2016

A multi-objective model for cordon-based congestion pricing schemes with nonlinear distance tolls

Journal of Central South University

DOI

2016

Optimizing location and capacity of rail-based Park-and-Ride sites to increase public transport usage

Transportation Planning and Technology

DOI

2016

Performance Evaluation of Bus Routes Using Automatic Vehicle Location Data

Journal of Transportation Engineering

DOI

2016

Should Optimal Stop Spacing Vary by Land Use Type?: New Methodology

Transportation Research Record Journal of the Transportation Research Board

DOI

2016

MEASURING THE PUBLIC ACCEPTANCE OF URBAN CONGESTION-PRICING: A SURVEY IN MELBOURNE (AUSTRALIA)

Transport

DOI

2016

Calibration of traffic flow fundamental diagrams for network simulation applications: A two-stage clustering approach

IEEE International Conference on Intelligent Transportation Systems (ITSC)

DOI

2015

Design of limited-stop bus service with capacity constraint and stochastic travel time

Transportation Research Part E-Logistics And Transportation Review，Vol. 83

DOI

2015

Profit-based maritime container assignment models for liner shipping networks

Transportation Research Part B-Methodological，Vol. 72

DOI

2015

Segment-based alteration for container liner shipping network design

Transportation Research Part B-Methodological，Vol. 72

DOI

2015

Metro commuters' satisfaction in multi-type access and egress transferring groups

Transportation Research Part D-Transport And Environment，Vol. 34

DOI

2015

基于机动车延误的Hook-turn交叉口信号控制方案优化方法

《中国公路学报》

2015

Optimization of coordinated signal settings for hook‐turn intersections

Journal of Advanced Transportation

DOI

2015

Time of day intervals partition for bus schedule using GPS data

Transportation Research Part C Emerging Technologies

DOI

2014

Understanding public response to a congestion charge: A random-effects ordered logit approach

Transportation Research Part A-Policy And Practice，Vol. 70

DOI

2014

Optimal joint distance and time toll for cordon-based congestion pricing

Transportation Research Part B-Methodological，Vol. 69

DOI

2014

Park-and-Ride Network Design in a Bi-Modal Transport Network to Prompt Public Transport Mode Share

DOI

2014

The Equity Issue for Cordon-Based Congestion Pricing with Distance Toll

DOI

2013

Containership scheduling with transit-time-sensitive container shipment demand

Transportation Research Part B-Methodological，Vol. 54

DOI

2013

[Review] Bunker consumption optimization methods in shipping: A critical review and extensions

Transportation Research Part E-Logistics And Transportation Review，Vol. 53

DOI

2013

A note on Berth allocation considering fuel consumption and vessel emissions

Transportation Research Part E-Logistics And Transportation Review，Vol. 49, No. 1

DOI

2013

Fundamental properties of volume-capacity ratio of a private toll road in general networks

Transportation Research Part B-Methodological，Vol. 47

DOI

2011

Trial-and-error method for congestion pricing scheme under side-constrained probit-based stochastic user equilibrium conditions

Transportation，Vol. 380, No. 5

DOI

2015

Park-and-Ride network design in a bi-modal transport network optimising network reliability

Transport Research Forum

2026

READ: Learning Risk-Informed Fields for End-to-End Autonomous Driving

arXiv preprint

2026

FocusDrive: Reasoning with Visual Focus for Autonomous Driving

arXiv preprint

2026

RouteRepair: Instance-Level Failure Diagnosis and Targeted Repair in LLM-Based Automated Heuristic Design for Routing Optimization

arXiv preprint

2026

MISTY: High-Throughput Motion Planning via Mixer-based Single-step Drifting

arXiv preprint

2026

Capacity drop accounting for microscopic vehicle interaction effects: analytical model and validation with high-resolution trajectories

arXiv preprint

DOI

2025

A Two-Stage Optimization Framework for Vertiport Location and Vehicle-to-Path Assignment in Urban Air Mobility: Balancing Cost and Service Performance

SSRN Electronic Journal

DOI

2025

SymDrive: Realistic and Controllable Driving Simulator via Symmetric Auto-regressive Online Restoration

arXiv preprint

2024

Controllable Traffic Simulation through LLM-Guided Hierarchical Reasoning and Refinement

arXiv preprint

2024

MARLens: Understanding Multi-agent Reinforcement Learning for Traffic Signal Control via Visual Analytics

arXiv preprint

DOI

2024

PreGSU-A Generalized Traffic Scene Understanding Model for Autonomous Driving based on Pre-trained Graph Attention Network

arXiv preprint

2022

A Network-Wide Traffic Speed Estimation Model with Full Spatial And Temporal Coverage

SSRN Electronic Journal

DOI

2022

An Adaptive Route Guidance Model Based on Deep Reinforcement Learning

SSRN Electronic Journal

DOI

2021

Infrastructure Assisted Constrained Connected Automated Vehicle Trajectory Optimization on Curved Roads: A Spatial Formulation on a Curvilinear Coordinate

arXiv preprint

2020

TLab: Traffic Map Movie Forecasting Based on HR-NET

arXiv (Cornell University)

DOI

2020

A Smoothed Analysis of Online Lasso for the Sparse Linear Contextual Bandit Problem

arXiv preprint

2019

Towards Scalable Koopman Operator Learning: Convergence Rates and A Distributed Learning Algorithm

arXiv preprint

2019

Incentivized Exploration for Multi-Armed Bandits under Reward Drift

arXiv preprint

2019

Building Effective Large-Scale Traffic State Prediction System: Traffic4cast Challenge Solution

arXiv preprint

2018

Signal-Anticipation in Local Voltage Control in Distribution Systems

arXiv preprint

DOI

2018

Reverse and Forward Engineering of Local Voltage Control in Distribution Networks

arXiv preprint

DOI

2017

Decomposition of Nonlinear Dynamical Systems Using Koopman Gramians

arXiv preprint

2025

Introduction

Elsevier eBooks

DOI

2025

Machine learning basics

Elsevier eBooks

DOI

2025

Clustering analysis

Elsevier eBooks

DOI

2025

Ensemble learning

Elsevier eBooks

DOI

2025

Support vector machine

Elsevier eBooks

DOI

2019

Station-Level Hourly Bike Demand Prediction for Dynamic Repositioning in Bike Sharing Systems

Smart innovation, systems and technologies

DOI

2019

Estimation Models for the Safety Level of Indoor Space Pedestrian Flows

Smart innovation, systems and technologies

DOI

2019

Data Completion of Ride-Hailing Service Based on Tensor Factorization

Smart innovation, systems and technologies

DOI