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Submissions from 2026

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Discovering the nonlinear association between the built environment and metro ridership: Global and local perspectives, Shihai Dong, Yandong Wang, Chao Wang, Mingxuan Dou, and Jianya Gong

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A multidimensional urban transport equity assessment framework: A case of Mumbai, K. T. Sarath, Trupti Mishra, and Rangan Banerjee

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Exploring traveler roles based on potential group travelers extracted from metro smart card data, Xiaoying Shi, Ruixuan Wang, Chao Wu, Dandan Liu, Haitao Xu, and Yongping Zhang

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The interaction of weather factors on multimodal public transportation: An empirical research on the combination of bike-sharing and metro, Xiaoxia Wang, Zhicheng Pan, Peng Liu, Xiang Wang, Zhenlong Fan, Nieyangzi Liu, and Jiayou Wu

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Impacts of multi-scale built environment on transportation carbon emissions: A Guangzhou case, Rong Wu, Yongli Zhang, Yunnan Cai, and Shaojian Wang

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Real-time on-site structural safety assessment of metro tunnel linings via WSN and edge computing, Dongming Zhang, Jianhui Yu, Mingliang Zhou, Hongwei Huang, and Linghan Ouyang

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Evaluating the impact of transfer passage on emergency evacuation safety in transit hub, Kongjin Zhu, Ruihuang Yang, Tao Wang, Wenting Hu, and Ning Guo

Submissions from 2025

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How new metro lines shape a sustainable future: A before-after study of travel behavior, perceptions, and emissions in Mumbai Metropolitan Region, India, M. Abhijna, K. V. Krishna Rao, and Vedagiri Perumal

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Understanding Incident Effects on Subway Operations: Clustering Analysis of Severity Patterns, Mostafa Abolfazli, Martin Trépanier, and Aurélie Labbe

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Recognizing user satisfaction and loyalty in bus and metro services: A gender-based analysis using PLS-SEM, Sara Arancibia, Felipe González, Carolina Busco, Tiare Vera, and Milko Yuretic

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Enhancing private transportation: The positive spillovers from Santiago’s subway expansion, Ariel Arcos, Bernardo Lara, and Dusan Paredes

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An experiential learning-based transit route choice model using large-scale smart-card data, Jacqueline Arriagada, C. Angelo Guevara, Marcela Munizaga, and Song Gao

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Incorporating the inertia effect into a route choice model using fare transaction data from a large-scale public transport network, Jacqueline Arriagada, Carlo Prato, and Marcela Munizaga

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Integrated optimization of demand-oriented timetabling and rolling stock circulation planning with flexible train compositions and multiple service routes on urban rail lines, Xinyu Bao, QI Zhang, Haodong Yin, Entai Wang, and Yaling Xiao

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Does transit-oriented development (TOD) influence perceived safety and mode choice?, Gülin Göksu Başaran, Jesper Bláfoss Ingvardson, and Otto Anker Nielsen

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Assessing commuters' behavioral intention to use Singapore Mass Rapid Transit (MRT): The role of service quality and commuters' satisfaction, Jaime Vega Bautista Jr, Maela Madel L. Cahigas, and James Ryan Fernandez

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Investigating work commuters mode choice behavior in Dalian city during pandemic: a hybrid choice model approach, Krishna Bhattarai, Shengchuan Zhao, El Bachir Diop, Dong Zhang, and Manmohan Joshi

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Going off the rails? Metro as a hedge against the decapitalisation effects of state-backed reference price polices on housing values, Fang Bian, Zhenghao Hu, and You Zhou

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To what extent walking and biking are substitutes or complements to public transport? Interpretable machine learning findings from the University of Lyon, France, Mehmet Güney Celbiş and Louafi Bouzouina

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Associations of proximity to metro stations with transport poverty: Spatial and temporal variations, Yun-Tuan Chang and Jen-Jia Lin

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Unlocking the gates: Pedestrian route choice in transforming metro station paid areas into mobile public spaces, Ho Yin Chan, Wai-Yi Tse, and Anthony Chen

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Comparing accessibility to high-speed rail stations by public transit and cars: A national-scale analysis, Long Cheng, Yuheng Chen, Shengyu He, Zheyuan Wang, Tanhua Jin, and Min Yang

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Abnormal metro passenger demand is predictable from alighting and boarding correlation, Zhanhong Cheng, Jiawei Wang, Martin Trépanier, and Lijun Sun

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Vulnerability Reduction of an Urban Rail Transit Network by Allocating Protective Resources: A Scenario Model Approach, Jinqu Chen, Xiaowei Liu, Bo Du, Yong Yin, and Baowen Li

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Resilience assessment of an urban rail transit network under natural disasters, Jinqu Chen, Xiaowei Liu, Xinyue Hu, Bo Du, and Yong Yin

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Panel Regression Analysis of Disruption Frequency of Urban Rail Transit Systems, Jinyi Chen, Amer Shalaby, Tiezhu Li, Hui Liu, Yiyong Bo, and Fei Lin

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Estimating the real-life infection risk of the SARS-CoV-2 virus in a typical metro compartment, Shan Chen, Ruoyu You, and Qingyan Chen

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Applying machine learning to analyze the key features of transit-oriented gentrification - A case study of Taipei metropolitan area, Tzu-Ling Chen and Pie-Chen Chang

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Resilience of public transport in the face of disruptions: Insights from explainable machine learning, Benjamin Cottreau, Mehmet Güney Celbiş, Ouassim Manout, and Louafi Bouzouina

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Rethinking Transit Safety: Understanding and Addressing Gender-Based Harassment and Enhancing Safety on San Francisco’s Muni Transit System, Greer Cowan and Pearl Liu

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How do access and spatial dependency shape metro passenger flows, Mengying Cui, Lijie Yu, Shaoyu Nie, Zhe Dai, Ying-en Ge, and David Levinson

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Assessing complementary and competing interactions between transit and shared transportation modes, Elodie Deschaintres, Catherine Morency, and Martin Trépanier

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Unraveling the network effects in station ridership growth patterns under metro network expansion, Fangyi Ding, Yan Tang, Yamin Wang, and Zhan Zhao

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Metro crew scheduling with fairness consideration in the fully automated operating environment, Jingnan Dong, Xiaoming Xu, Jiancheng Long, and Yutian Yu

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Two-step Passenger-to-Train and Route Assignment Model for Urban Rail Transit, Ningning Dong, Tiezhu Li, Hui Liu, Yiyong Bo, and Fei Lin

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Uncovering the similarity and heterogeneity of metro stations: From passenger mobility, land use, and streetscapes semantics, Shihai Dong, Yandong Wang, Mingxuan Dou, Chao Wang, and Jianya Gong

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Measuring the impacts of subway openings on location choice: Systematic evidence from service enterprises, Beijing, Guoqiang Feng, Tianle Wang, and Zihong Huang

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Behavioural loyalty analysis of bus passengers using multi-source data fusion, Yu Fu, Xiang Wang, Fanrui Meng, Sihan Wang, Yangchen Song, and Yutong Wang

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How does the “Transit metropolises” pilot policy change urban residents' public transportation travel? Evidence from China, Zhe Fu, Zhao Liu, Yue-Jun Zhang, and Yu-Qing Hu

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Cascading failure and recovery propagation of metro-bus double-layer network under time-varying passengers, Xiqian Guo, Qiang Du, Yi Li, Xiaoyi Zong, and Libiao Bai

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Commercial gentrification of metro catchment: Lenses of subjective perception and objective nighttime light, Yuanyuan Guo, Lei Wang, Fengliang Tang, He Xuan, and Bin Chi

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A framework of transportation mode detection for people with mobility disability, Jiwoong Heo, Sungjin Hwang, Jucheol Moon, Jaehwan You, Hansung Kim, Jaehyuk Cha, and Kwanguk (Kenny) Kim

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Combined Revealed- and Stated-Preference Survey to Understand the Impact of Multi-Source Real-Time Information on Travel Mode Choice, Daub Nabi Hridoy, Rifa Tasnia, Venktesh Pandey, Birat Rijal, and Md Sami Hasnine

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Transfer learning for cross-modal demand prediction of bike-share and public transit, Mingzhuang Hua, Francisco Camara Pereira, Yu Jiang, Xuewu Chen, and Junyi Chen

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Subway network expansion, suburbanization, and housing price dynamics in Beijing: A longitudinal study from 2011 to 2021, Jie Huang, Yang Gao, Long Cheng, and Junqing Tang

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Optimizing the train timetable considering cross-line operation in the urban rail transit network, Junsheng Huang, Qin Luo, and Kang Huang

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Does developing public transportation reduce motorcycle Usage? Evidence from Taiwan, Wen-Hsiu Huang and Rong-Chang Jou

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Integrated demand-oriented and energy-efficiency train timetabling and rolling stock circulation planning for an urban rail transit line, Yu Huang, Wenliang Zhou, Guangming Xu, and Lianbo Deng

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Which guiding information performs best in metro station: a side-by-side comparison based on an editable VR platform, Zhongyi Huang, Hao Shan, Zhiming Fang, and Xiaolian Li

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Evaluating sustainable urban mobility for public transit incorporating the geospatial modeling approach, Jae-Yeon Hwang, Shin-Hyung Cho, and Shin Hyoung Park

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Inertia and shock effects in public transport: The case of metro line 6 in Santiago using smart card data, Jesper Bláfoss Ingvardson, Sebastián Raveau, and Jaime Soza-Parra

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Outdoor information panels to convey real-time travel information for transit ridership recovery, Guocheng Jiang, Song Gao, and Eleni Christofa

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Joint optimization of metro travel reservation and compartment capacity allocation for an overcrowded metro line, Qianhui Jiao, Qing Yu, Xuewu Chen, and Long Cheng

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Evaluating urban rail travel reservation strategy: a dynamic passenger flow simulation approach, Qianhui Jiao, Qing Yu, Xuewu Chen, Long Cheng, and Dong Ngoduy

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Relationship between shared micromobility and public transit: The differences between shared bikes and shared E-bikes, Hui Kong, Hao Chao, Wenyan Fu, Diao Lin, and Yongping Zhang

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Increasing flood hazards threaten metro system resilience under climate and demographic changes, Chen Liang and Mingfu Guan

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Is fare-free public transport effective in improving air quality? Evidence from Fuzhou, China, Yuan Liang and Donggen Wang

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On measuring walking accessibility: A link-based utility approach, Zheng Liang, Hong K. Lo, Ka Fai Ng, and Kay W. Axhausen

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Travel self-containment of new towns in a polycentric city: insights from Shanghai with mobile phone data, Lingyue Li, De Wang, Dongcan Xie, and Yang Xiao

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Performance of adjacent metro tunnels during deep excavation: A case study in Hangzhou, Zhaorui Lin, Yalong Jiang, Changjie Xu, Minliang Chi, Tao Fang, Lingxiao Guan, Guohui Feng, and Gang Lin

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Built Environment’s Non-Linear Impact on Subway Passenger Flow Through Improved Interpretable Machine Learning, Peikun Li, Xumei Chen, Wenbo Lu, Hao Wang, and Lei Yu

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Spatial and Temporal Variation of Subway Ridership before and during the COVID-19 Period in Beijing, Chengshuai Liu, Hui He, and Peng Chen

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Integrated transit service status assessment using smart transit card big data under the x-minute city framework, Dong Liu, Jiaomin Wei, and Zihan Kan

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Urban Rail Transit Fare Reconciliation Method Using Multi-Source Data, Jiajun Liu, Zhenliang Ma, Longhui Wen, Ning Zhang, and Zhendong Qian

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Micro-level walkability and station-level transit use: Integrating perceptual and spatial measures in Guiyang, China, Rong Liu and Paulina Maria Neisch

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Quantifying the potential benefits of buspooling: Case study and sensitivity analysis, Xiaobing Liu, Yite Sun, Rui Wang, Weimin Tan, Feng Chen, Xuedong Yan, and Yun Wang

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Exploring factors affecting metro route choice behavior: a hybrid latent class modeling approach, Xiaolei Liu and Zhengyu Duan

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Resilience enhancement of multi-modal public transportation system via electric bus network redesign, Zhongshan Liu, Bin Yu, Li Zhang, and Yuxuan Sun

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Real-Time Adjustment Method with Train Delays for Metro Systems based on the Double Dueling Deep Q-Network Algorithm, Wei Li, Yushen Hu, Qin Luo, and Yihong Mo

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Last train schedule optimization for metro systems considering minimum adjustment cost under elastic passenger demand, Wei Li, Ruicai Peng, and Qin Luo

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Research on Safety Risk Assessment of Xi'an Metro Operation Based on Structural Equation Model (SEM)-Matter-Element Extension Model (MEA), Yingwei Li, Xiaoxu Dang, Mian Yu, and Taozhu Feng

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Exploring spatiotemporal characteristics of ride-hailing ridership connecting with metro stations: A comparative analysis of holidays, weekdays, and weekends, Zhitao Li, Fan Gao, Jingjing Hao, Jian Liang, Chunyang Han, and Jinjun Tang

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Learning dynamic interaction for multimodal transportation systems: A joint passenger flow prediction approach based on spatiotemporal hypergraph convolution networks, Dongyu Luo, Jiangfeng Wang, Wenqi Lu, Weidong Ding, Xuedong Yan, and Hai Yang

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Research on Optimization of Maintenance Task Scheduling for Metro Systems Based on Resource Constraints, Qin Luo, Shan Huang, Wei Li, Yi Wang, Cuifeng Zeng, and Jingjing Chen

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Unlocking the nonlinear TOD-metro ridership relationship: A novel machine learning approach embedding spatiotemporal heterogeneity, Yun Luo, Bozhao Li, Hui Zhang, Mengjun Kang, and Shiliang Su

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Assessment of urban rail transit network passenger-centered resilience under hazards: A dynamic resilience assessment framework, Ying Lu, Minmin Yi, Jianqiang Cui, Guangdong Wu, and Dong Lin

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Evaluation of transit-oriented development based on 9D’s approach in developing countries context, Sriram Mangu, B. Raghuram Kadali, Saladi S.V. Subbarao, and Jen-Jia Lin

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Stochastic game-based cross-layer defense scheme for jamming-resistant virtual coupled train sets, Shuomei Ma, Xiaozhi Qi, Zhijiang Lou, Hongwei Wang, Li Zhu, Taiyuan Gong, Yang Li, and Hairong Dong

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How do subway stations encourage the vitality of urban consumption amenities in Shanghai: A perspective on agglomeration, Meixia Meng, Zihan Zeng, and Zhe Huo

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Choreographing mobilities & urban imaginaries: Case study of Dhaka Mass Rapid Transit (MRT), Seama Mowri and Ajay Bailey

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Quantifying uncertainties in data and model: a prediction model for extreme rainfall events with application to Beijing subway, Liang Mu, Yurui Kang, Zixu Yan, Xiaobao Yang, and Guangyu Zhu

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A dynamic evaluation of an underground transportation system using image processing and centrality index computation, Lorenzo Mussone, Valeria J. Aranda Salgado, and Roberto Notari

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Dynamic inference for left behind probabilities on congested metro routes, Weiyan Mu, Xin Wang, and Shifeng Xiong

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Assessing the impact of the new Mexico cable car on air pollution, Juan Prieto-Rodriguez, Jose Ignacio Azuela-Flores, Daniel Groft, Maria Jose Perez-Villadoniga, and Rafael Salas

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Local Only? The Regional Effect of the Metro, Fei Ren

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Dynamic decision-making in subway stations: A new model for stair/escalator choice and its impact on accident prevention, Huayan Shang, Yan Yang, Hai-Jun Huang, and Junzhu Mao

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Retrospective cross-sectional observational study on commuters' travel behaviour and preferences in Delhi: Impact of built environment, individual attitude and socio-economic factors, Tanya Sharma and Suresh Jain

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Unraveling urban multi-modal travel patterns and anomalies: a data-driven approach, Ali Shateri Benam, Angelo Furno, and Nour-Eddin El Faouzi

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Exploring the nuanced correlation between built environment and the integrated travel of dockless bike-sharing and metro at origin-route-destination level, Huapeng Shen, Jiancheng Weng, and Pengfei Lin

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Characterizing regional importance in cities with human mobility motifs in metro networks, Shuyang Shi, Ding Lyu, Lin Wang, Xiaofan Wang, and Guanrong Chen

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How do built environment characteristics influence metro-bus transfer patterns across metro station types in Shanghai?, Yuji Shi and Luohuan Zeng

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Understanding passenger route choice behavior under the influence of detailed route information based on smart card data, Zhuangbin Shi, Wenqin Pan, Mingwei He, and Yang Liu

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Adaptive inference for dynamic passenger route usage patterns in a metro network considering time-varying and heavy-tailed travel times, Zhuangbin Shi, Wei Shen, Paul Schonfeld, Yang Liu, and Ning Zhang

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Utilizing a data-driven methodology to resolve the passenger-to-train assignment problem, Zhuangbin Shi, Wei Shen, Guangming Xu, Sihui Long, and Yang Liu

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A risk-averse two-stage stochastic programming approach for backup rolling stock allocation and metro train rescheduling under uncertain disturbances, Boyi Su, Andrea D'Ariano, Shuai Su, Zhikai Wang, Marta Leonina Tessitore, and Tao Tang

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Resilience and adaptability: The evolving roles of Bikeshare to public transport amid pandemic disruptions, Xiaozheng Sun and Xu Cui

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Enhancing feeder bus service coverage with Multi-Agent Reinforcement Learning: A case study in Hong Kong, Yang Su and Hai Yang

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Resilient bus services design in a multimodal network with uncertain metro system disruption, Zhiya Su, Enoch Lee, Kejun Du, Qiru Ma, and Hong K. Lo

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Why metro passengers change travel behavior: Individual-level insights from interpretable machine learning, Tianli Tang, Mo Jia, Yiwen Zhang, Haohan Hu, Mingyang Pei, Yuting Chen, and Xiaoxia Wang

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Subway expansion, residential relocation, and travel behavior: Causal evidence from China, Yiru Tan, Pengjun Zhao, and Ling Li