Program for Wednesday, September 4th: Talk View

PROGRAM FOR WEDNESDAY, SEPTEMBER 4TH: TALK VIEW

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View: with abstracts session overview

8:00

8:30

9:00

9:30

10:00

10:30

11:00

11:30

12:00

12:30

13:00

13:30

14:00

14:30

15:00

15:30

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16:30

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18:00

08:00-08:45 MFTS Registration

08:45-09:00 MFTS Welcome & Introduction

09:00-09:50 Markos Papageorgiou: Highlights of Lane-Free Automated Vehicle Traffic with Nudging

09:50-10:40 Dotan Emanuel: Mitigating Climate Change in Cities by Traffic Signals

10:40-11:00 Coffee Break

11:00-11:20

Generalizable Implicit Neural Representation As a Universal Spatiotemporal Traffic Data Learner

Tong Nie, Guoyang Qin, Wei Ma, Jian Sun

11:20-11:40

Data-Driven Robust Optimization for Traffic Signal Timing Based on Connected Vehicles: Modeling Variability and

Chaopeng Tan, Yue Ding, Kaidi Yang, Hong Zhu, Keshuang Tang

11:40-12:00

Traffic accident prediction via three-dimensional convolution autoencoder and victim-party demographic

Walden Ip, Adriana-Simona Mihaita, Artur Grigorev

12:00-12:20

Activity Scheduling with Deep Generative Models

Fred Shone, Tim Hillel

12:20-12:40

NeuralMOVES: Extracting and Learning Surrogates for Diverse Vehicle Emission Models

E. Ramirez Sanchez, C. Tang, Y. Xu, N. Renganathan, V. Jayawardana, C. Wu

11:00-11:20

Hybrid Simulator for Projecting Synthetic Households in Unforeseen Events

Marija Kukic, Michel Bierlaire

11:20-11:40

An Outer-Inner Approximation Method for the Generic Choice-based Optimization Problem

Haoye Chen, Jan Kronqvist, Zhenliang Ma

11:40-12:00

Dynamic Motivation: Integrating Psychological Theories of Motivation in Pedestrian Modeling for Bottleneck

Ezel Üsten, Mohcine Chraibi, Anna Sieben, Armin Seyfried

12:00-12:20

Does Behavioral Adaptation of Human Drivers Affect Traffic Efficiency of Mixed Traffic on Priority

Nagarjun Reddy, Narayana Raju, Haneen Farah, Serge Hoogendoorn

12:20-12:40

Where do Vulnerable Road Users Go at Automated Unsignalized Intersections? An Analysis of

Ziye Qin, Xue Yao, Guoyuan Wu, Zhanbo Sun, Matthew Barth

11:00-11:20

Spatial Differences in Pedestrian-AV Interactions in Future Urban Environments: A Large-Scale VR

Farooq, Nazemi, Rababah, Ramos, Zhao, Yin, Ansar, Cherchi

11:20-11:40

Exploring Eye Movement Patterns and Driver Cognitive State in Partially Autonomous Driving

Yifan Wang, Shixiao Wang, Zhiwu Dong, Chenlei Liao, Xiqun Chen, Der-Horng Lee

11:40-12:00

Towards Personalized Learning for Traffic Agents in the Driving Environment: Methodological

Wissam Kontar, Yongju Kim, Xinzhi Zhong, Soyoung Ahn

12:00-12:20

Psychological Factors in Travel Behaviour Interpretation with Social Media Data

Yanyan Xu, Neil Yorke-Smith, Serge Hoogendoorn

12:20-12:40

Causal Impact Inference for Traffic Networks with Graph-Integrated Transfer Entropy

Junji Ye, Can Li, Fangni Zhang

11:00-11:20

Understanding Physics and AI Synergy in Car-following Models

X. Zhong, W. Kontar, Z. Sheng, Y. Kim, S. Chen, X. Li, S. Ahn

11:20-11:40

Empirical Verification that Traffic Flow is on the KPZ Universality Class: Implications for Traffic

Garyoung Lee, Jorge Laval, Aryaman Jha, Kurt Wiesenfeld

11:40-12:00

On numerical investigation of epidemics transport dynamics using a coupled PDE crowd flow - epidemics spreading dynamics

Anargiros Delis, Nikolaos Bekiaris-Liberis

12:00-12:20

Nonlinear string stability analysis of car-following models: metastability thresholds and rear-end

Marcello Montanino, Gaetano Zaccaria, Vincenzo Punzo

12:20-12:40

Bi-level Model Predictive Control of Network-Wide Signal Timing Using Link Transmission Model with Queue

Lei Wei, Meng Wang

12:40-14:40

Dedicated Gating Strategy for Multi-Variate Traffic Flow Streams

Ehsan Kamjoo, Fatemeh Fakhrmoosavi, Ali Zockaie

Level-1 truck platooning optimisation: methodology and network-wide

F. Simonelli, M. Montanino, A. Papola, V. Punzo, V. Marzano

Potentialities of autonomous modular buses in branched lines with smart control strategies

Pau Arcas, Miquel Estrada, Hugo Badia

Ship routing in Particularly Sensitive Sea Areas

Angela Di Febbraro, Davide Giglio, Roberto Ronco

A two-stage stochastic optimization model for sidewalk robot food delivery systems

Yuchen Du, Hai Yang, Joseph Chow, Tho Le

Collaborating Without Compromising Privacy: Traffic Signal Control via Vertical Federated Reinforcement

Qiqing Wang, Chaopeng Tan, Kaidi Yang

Optimization-Based Autonomous Intersection Management: A Real-World Simulation Study

Tanja Niels, Klaus Bogenberger, Markos Papageorgiou, Ioannis Papamichail

Integrating an actuated signal control policy with queue-based green light optimal speed advisory (Q-GLOSA)

Dohyeon Kim, Sooncheon Hwang, Jihye Byun, Dongmin Lee, Wai Wong, Seunghyeon Lee

A Machine Learning-Enhanced Column Generation for Vaccine Distribution

Kuangying Li, Hiruni Niwunhella, Ali Hajbabaie, Leila Hajibabai

A Federated Learning-Based Traffic Prediction Approach with Graph Spatial Information Aggregation

Xiamei Wen, Megha Khosla, Serge Hoogendoorn

Hysteresis in Freeway Travel Time Variability

Alexander Hammerl, Ravi Seshadri, Thomas Kjær Rasmussen, Otto Anker Nielsen

AI-powered transit simulator: integration between microscopic simulation and machine learning to enhance scalability at reduced

Mustafa Rezazada, Neema Nassir, Egemen Tanin, Avishai Ceder

Optimal demand-responsive connector design: Comparing a fully-flexible routing strategy and a semi-flexible routing

Li Zhen, Weihua Gu

Estimating Traffic Signal Settings and Queue Lengths Using Connected and Autonomous Vehicles Data

Alireza Soltani, Mohsen Ramezani

Dynamic Capacity Estimation for Link Selection in Macroscopic Fundamental Diagram (MFD) Modeling

Syed Muzammil Abbas Rizvi, Bernhard Friedrich

Heuristic Approach for Solving Demand Responsive Transport Scheduling Problems

Hyunsu Park, Shin-Hyung Cho, Donghwa Shin, Shin Hyoung Park

Path-based Network Signal Coordination Control Optimization: Multi-agent System Modeling

Jiarong Yao, Chaopeng Tan, Fuliang Li, Keshuang Tang

Modeling lane changes using parallel learning

Yu Han

Signal-Free Intersections and Automated Vehicles | A Case Study in Heraklion, Crete, Greece

Filippos Tzortzoglou, Andreas Malikopoulos

An end-to-end predict-then-optimize method for on-demand vehicle relocation in mobile sensing

Xinyu Wang, Wei Ma

Shared Passenger-Freight Transport in Automated Bus Systems: Optimization Model and Solution

Mohammad Sadrani, Ramandeep Singh, Constantinos Antoniou

A Spatially Transferable Pedestrian Demand and Network Modeling (STePNet) Framework

Fatemeh Nourmohammadi, Tanapon Lilasathapornkit, Taha H. Rashidi, Meead Saberi

Ridesourcing markets with a bundled service option

Zhengfei Zheng, Hai Yang, Jintao Ke

Optimal design of on-demand feeder services with modular autonomous vehicles

Xiaoling Luo, Wenbo Fan, Meng Xu

Can we trust Microscopic Traffic Simulation Tools for Automated Vehicles Evaluation? A Scenario-Based Survey to Assess Confidence Levels of Simulation Tools

Hugues Blache, Pierre-Antoine Laharotte, El Faouzi Nour-Eddin

Deep-reinforcement-learning-based Control of Saturated Traffic at Lane-drop Freeway Bottlenecks via Longitudinal and Lateral Trajectory Planning for Limited Connected

Xuanmian He, Yuhang Zhang, Kaiyi Feng, Chunhui Yu, Wanjing Ma

Definition of strategies to optimize the platooning of connected automated vehicles on freeways

F. Soriguera, M. Martínez-Díaz, B. Chao, S. Naik Moode, M. Sala

A Synergistic Approach to Real-Time Crash Risk Estimation at Signalized Intersections: Integrating Learning-Based Anomaly Detection with Extreme Value

Yukai Wang, Tiantian Chen, Kitae Jang

Assessing Driver Decision-Making and Behavior in the Dilemma Zone Across Different Connected Environments: A Driving Simulator

Shi Ye, Tiantian Chen, Oscar Oviedo-Trespalacios, Taeho Oh, Inhi Kim

Flow-Dependent Facility Location Optimization in Continuous Space for Bike-share Network Design

Ghazaleh Mohseni Hosseinabadi, Mehdi Nourinejad, Peter Park

A Novel Passenger Travel-time and Destination Distribution Model for Day-ahead Forecasting

Yiren Liu, Lishuai Li, Yining Dong, Yang Zhao, S Joe Qin

Using Machine Learning to Estimate Annual Average Daily Traffic by Vehicle Type on Local Roads with High-dimensional Geospatial

Liang Ma, Daniel Graham, Marc Stettler

Ramp metering in lane-free vehicular traffic via variable speed limits

Milad Malekzadeh, Ioannis Papamichail, Markos Papageorgiou

Graph attention reinforcement learning for 3D multi-modal automated on-demand delivery system

Farzan Moosavi, Bilal Farooq

Detected or undetected, which trips are seen in mobile phone OD data? A case study of the Lyon region

Eliane Casassa, Latifa Oukhellou, Etienne Côme

Evaluating user preferences and receptivity to shared autonomous vehicles in urban commuting

Zhiwu Dong, Ouyang Jinying, Chenlei Liao, Xiqun Chen, Der-Horng Lee

Large Language Models for Travel Behavior Prediction

B. Mo, H. Xu, J.-H. Cho, D. Zhuang, R. Ma, X. Guo, J. Zhao

M2NN: Multi-task Multi-view Neural Network Using Congestion Heatmap Imagery for Incident Prediction on Road

Thanh Tran, Dan He, Jiwon Kim, Mark Hickman

Investigating Young People’s Preferences on Demand-Responsive Transportation and Ride-Matching

Christos Gkartzonikas, Loukas Dimitriou

Novel framework to generate a synthetic population with diversities in transport modelling

Duc Minh La, Hai L. Vu

Online operation strategies for crowdsourced mobile charging service

Yiming Yan, Xi Lin, Yitong Yu, David Z W Wang

Discrete Choice-Based Optimization Approach for Dynamic Large-Scale Multi-Compartment Vehicle Routing in Reverse

M. Mohammadi, G. Rahmanifar, C. Colombaroni, G. Fusco, M. Hajiaghaei-Keshteli

Enhancing dynamic origin-destination demand estimation with traffic densities captured from high-resolution satellite

Jiachao Liu, Pablo Guarda, Koichiro Niinuma, Sean Qian

Agent based modelling of blended wing body aircraft boarding strategies

Yuming Dong, Xiaolu Jia, Daichi Yanagisawa, Katsuhiro Nishinari

Efficient Real-Time CAV Trajectory Optimization at Signal-Free Intersections Using a Greedy-Based Heuristic

Ramin Niroumand, Fahim Kafashan, Leila Hajibabai, Ali Hajbabaie, Claudio Roncoli

Dynamic Lane Configuration: Bridging Traffic Management and Infrastructure Design

Rostami-Shahrbabaki, Keyvan-Ekbatani, Malekzadeh, Bogenberger, Papageorgiou

Estimation of Behavioral Asymmetry in Multi-Agent Interaction using Satellite Imagery

Daichi Ogawa, Eiji Hato

Stochastic Fundamental Diagram: Calibration and Application

G.E. Cantarella, E. Cipriani, A. Gemma, O. Giannattasio, L. Mannini

A Hierarchical Model for Ascending-Descending Multimodal Itinerary Formation

Jongho Oh, Yeonwoo Jung, Chungwon Lee, Jinwoo Lee

Enhancing Origin-Destination Matrix estimation using measurements from Unmanned Aerial Vehicles

Yiolanda Englezou, Stelios Timotheou, Christos Panayiotou

A Causal, Theory-Informed Framework for Traffic Flow Forecasting

Panagiotis Fafoutellis, Eleni Vlahogianni

A large-scale survey for assessing the influence of modern mobility services and automated driving on the willingness to use

Martin Stubenschrott, Benjamin Kokoll, Christian Rudloff, Stefan Seer

Map-Matching is No Longer Needed: An End-to-End GPS-based Traffic Speed Prediction

Beiyu Song, Yu Yang, Jiannong Cao, Edward Chung, Kai Chen

Calibrating Traffic Simulation Models with Limited Field Data: A Case Study on New Jersey Turnpike

Mohammad Bagheri, Bekir Bartin, Kaan Ozbay, Parivash Jamshidi Ghaleh

Potentials of the digital automatic coupling in European rail freight transport

Raphael Bulteel, Mohammad Al-Mousa, Behzad Kordnejd, Boban Djordjevic

A Spatial Data-Driven Approach for Evaluating Public Transport Efficiency: Evidence from Athens,

Parmenion Delialis, Orfeas Karountzos, Konstantinos Kepaptsoglou

On the potential of Idle wages to regulate the relationship between ride-hailing platforms and

Andrés Fielbaum, David Salas, Ruilin Zhang, Francisco Castro

An algorithm to model a parking search considering multiple users in urban areas.

Maira Delgado-Lindeman, Andres Rodriguez, Jose Luis Moura

Learning Eco-driving Strategies that Generalize

Jayawardana, Freydt, Qu, Hickert, Sanchez, Tang, Taylor, Leonard, Wu

Dynamic confirmation, compensation and routing for combined transportation of passengers and parcels

Yilun Wang, Min Xu

Maximizing Safety in Cycling Networks through Optimal and Gradual Upgrading

Manuel Campero Jurado, Carlos Canudas de Wit, Giovanni De Nunzio

Mean Field Game in Autonomous Lane-Free Traffic

Kinda Chakas, Lina Kattan

A stacked ensemble model for traffic conflict prediction in different road environments with multi-modal sensor

Bowen Cai, Leah Camarcat, Nicolette Formosa, Mohammed Quddus

Feature importance estimation using clustering and classification for risky driving behaviour

Tuo Mao, Adriana-Simona Mihaita, Yuming Ou, Fang Chen

A generalised signal timing scheme at isolated intersections considering multi-modal pedestrian

Guang Wang, Lijuan Wan, Chunhui Yu, Wanjing Ma

A Load-Dependent Heterogeneous Vehicle Routing Approach for Hybrid Electric Cargo Bicycles Considering Rider

Zahra Nourmohammadi, Bohan Hu, David Rey, Meead Saberi

Inland Waterway Freight Demand Forecasting with Spatio-temporal Dynamic Graph Attention-based Multi Attention

Lingyu Zhang, Oliver Schacht, Qing Liu

Developing a Personalised End-to-End Optimisation Algorithm for Smart Parking Systems

Jingshuo Qiu, Yuxiang Feng, Simon Dale, Mohammed Quddus, Washington Ochieng

Formulation of the Parallel Scheduling Vehicle Routing Problem

Marcella Kaplan, Kevin Heaslip

[MFTS] Predicting bus passenger OD matrices using trip chaining techniques and machine learning

A. Rodriguez, M. Delgado-Lindeman, J. Benavente, J.L. Moura, B. Alonso

Investigation of in-station coupling and decoupling effect on railway capacity using virtual coupling

Weiting Yang, Yuguang Wei, Tao Han, Chuxuan Hu

A hybrid traffic flow model for large-scale federated networks

A. Tesone, W. Imran, F. Storani, R. Di Pace, L. Pariota, S. de Luca, G. Bifulco

14:40-15:00

A Study of UTM ConOps for Drone Delivery: Route Network Design & 4D Trajectory Planning

Xinyu He, Zewen Wang, Bangyan Zhang, Guoquan Huang, Yinian Mao, Lishuai Li

15:00-15:20

Evaluating UAM Route Feasibility in Terminal Airspace via Probabilistic Aircraft Trajectory

Jungwoo Cho, Seongjin Choi

15:20-15:40

Sensing Testbed: Decentralized Drone Coordination with Swarm Intelligence and Collision Avoidance

Qin, Lillywhite-Roake, Robins, Pearce, Mehta, James, Wong, Pournaras

15:40-16:00

Bayesian optimal UAV trajectory planning for minimising the uncertainty of traffic density

Yiolanda Englezou, Stelios Timotheou, Christos Panayiotou

16:00-16:20

[MFTS 6943] Path pool based transformer model in reinforcement framework for dynamic urban drone delivery

Chuankai Xiang, Zhibin Wu, Lishuai Li

14:40-15:00

KFI: A novel keyframe interpolation methodology for improving the efficiency of dynamic OD estimation on large urban

Raghav Malhotra, Chintan Advani, Paul Corry, Ashish Bhaskar

15:00-15:20

Modeling Crowd-Sourced Spatio-Temporal Flexibility Insights in Origin-Destination Matrices

Marisdea Castiglione, Guido Cantelmo, Ernesto Cipriani, Marialisa Nigro

15:20-15:40

Bayesian Inference of Time-varying Origin-Destination Matrices from Boarding/Alighting Counts for Transit

Xiaoxu Chen, Zhanhong Cheng, Lijun Sun

15:40-16:00

[MFTS 6173] Group Effect Enhanced Generative Adversarial Imitation Learning for Urban Mobility

Yuanyuan Wu, Zhenliang Ma, Haipeng Chen

16:00-16:20

[MFTS 6427] ImputeFormer: Low Rankness-Induced Transformers for Spatiotemporal Traffic Data

Tong Nie, Guoyang Qin, Wei Ma, Yuewen Mei, Jian Sun

14:40-15:00

Dynamic capacity planning for demand-responsive multimodal transit

Bernardo Martin-Iradi, Francesco Corman, Nikolas Geroliminis

15:00-15:20

Generating Practical Last-mile Delivery Routes using a Data-informed Insertion Heuristic

Hesam Rashidi, Mehdi Nourinejad, Matthew Roorda

15:20-15:40

[MFTS 9640]A Practical Approach to Transshipment in Collaborative and Crowdsourced Delivery Services

Peyman Hashemi Baragoori, Bekir Bartin

15:40-16:00

[MFTS 5611] Multimodal traffic assignment considering heterogeneous demand and modular operation of shared autonomous

Ting Wang, Sisi Jian, Bin Jia, Jiancheng Long

16:00-16:20

[MFTS 1203] A Tradable Equity Credit(TEC) Scheme for Public Transit Services: Computational Graph-Based Frameworkfor Equitable Mobility Management and Dynamic

Xin Wu, Kailun Liu, Qingbin Cui, Chenfeng Xiong

14:40-15:00

Simultaneous Scheduling of Electric Vehicle Charging and Daily Activities

Senlei Wang, Janody Pougala, Tim Hillel

15:00-15:20

[MFTS 5709] Online Prediction-Assisted Safe Reinforcement Learning for Electric Vehicle Charging Station Recommendation in Dynamically Coupled Transportation-Power

Qionghua Liao, Guilong Li, Jiajie Yu, Ziyuan Gu, Wei Ma

15:20-15:40

Real-Time Multi-Depot Dial-a-Ride Problem Considering Traffic Dynamics and EV Fleet

Cameron Davis, Cong Quoc Tran, Shang Jiang, Mehdi Keyvan-Ekbatani

15:40-16:00

A Continuum Approximation Approach for Electric Vehicle Public Charging Infrastructure Planning

Yichan An, Soomin Woo, Jinwoo Lee

16:00-16:20

EVs and Renewable Energy: Paving the Way for Greener Electromobility Networks

Carlos Canudas de Wit, Guillaume Gasnier

16:20-16:40 Coffee Break

16:40-17:00

The Effectiveness of Large Language Models for Textual Analysis in Air Transportation

Gabriel Jarry, Ramon Dalmau, Philippe Very

17:00-17:20

ChatATC: Large Language Model-Driven Agents for Strategic and Tactical Air Traffic Management and

S. Abdulhak, R. Govindjee, N. Tran, W. Hubbard, K. Gopalakrishnan, M. Li

17:20-17:40

Vision-language Fusion for Road Marking Detection in Autonomous Driving

Shaofan Sheng, Nicolette Formosa, Mohammed Quddus

17:40-18:00

Leveraging Video-LLMs for Crash Detection and Narrative Generation: Performance Analysis and

Ibne Farabi Shihab, Benjir Islam Alvee, Anuj Sharma

16:40-17:00

Structured Tensor RPCA: Anomaly Detection in Traffic Data

Xudong Wang, Luis Miranda-Moreno, Lijun Sun

17:00-17:20

Enabling stop-and-go wave analysis for massive trajectory data

Ji, Gloudemans, Wang, Zachár, Barbour, Sprinkle, Piccoli, Work

17:20-17:40

Map Matching of Location Data Trajectories: A Heterogeneous and Bayesian-Optimized Hidden Markov

Ruohan Li, Chenfeng Xiong, Arash Tavakoli, C. Nataraj

17:40-18:00

Infrastructure-enabled Defense Methods against Data Poisoning Attacks on Traffic State Estimation and

Feilong Wang, Xin Wang, Xuegang Ban

16:40-17:00

Short-term bike-sharing demand forecasting incorporating multiple sources of uncertainties

Jingyi Cheng, Gonçalo Correia, Oded Cats, Shadi Sharif Azadeh

17:00-17:20

Multi-Channel Spatio-Temporal Graph Neural Network for bike demand prediction : considering public transport and

Linda Belkessa, Mostafa Ameli, Mohsen Ramezani, Mahdi Zargayouna

17:20-17:40

Uncertainty-aware framework for real-time traffic incident prediction

Thanh Tran, Dan He, Jiwon Kim, Mark Hickman

17:40-18:00

Emerging from the dark cabin age: sensor-based prediction of passenger boarding times

Michael Schultz, Oliver Michler, Katsuhiro Nishinari, Eri Itoh

16:40-17:00

Assessing the Conditional Value-at-Risk of a train schedule under fuzzy activity duration

Carlo Meloni, Marco Pranzo, Marcella Samà

17:00-17:20

Train Delay Evolution Model Using Continuous Time Markov Processes

İsmail Şahin, Mehmet Ş. Artan

17:20-17:40

Exact numerical solution method for a train eco-driving problem

Zhuang Xiao, Hongbo Ye, Edward Chung

17:40-18:00

A Simulation-based Local Search Algorithm for Real-time Mitigation of Power Peaks in Railway

Jacob Trepat Borecka, Francesco Corman, Nikola Besinovic