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Submissions from 2024

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Identifying human mobility patterns using smart card data, Oded Cats

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Bus Line Shift Behaviour: Evidence of Influential Factors based on Smart Card Data, Leise Kelli de Oliveira, Cassiano Augusto Isler, Gustavo Balieiro, Tulio Lima Lessa Carvalho, and Marco Adriano Littig

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Investigating socio-spatial differentiation for metro travelers using smart card data: Older people vs. others, Jie Huang, Meicheng Xiong, Jiaoe Wang, Long Cheng, and Haoran Yang

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Public transport route choice modelling: Reducing estimation bias when using smart card data, Jesper Bláfoss Ingvardson, Mikkel Thorhauge, Otto Anker Nielsen, and Morten Eltved

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Impacts of public transit delays and disruptions on equity seeking groups in Toronto – A time-expanded graph approach, Rick Zhaoju Liu and Amer Shalaby

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Longitudinal analysis of public transport usage by older people using a latent Markov model, Shasha Liu, Toshiyuki Yamamoto, and Toshiyuki Nakamura

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Efficiency and equality of the multimodal travel between public transit and bike-sharing accounting for multiscale, Zhihang Liu, Chenyu Fang, Hao Li, Jinlin Wu, Lin Zhou, and Martin Werner

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The 2-month lockdown and commuting behavior transformation in Shanghai: A phone signal data-based analysis, Weiye Xiao, Han Li, Feng Yuan, and Wen Chen

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Effects of built environment on metro ridership at a microscopic scale: a case study of Xi’an, China, Siyi Zhang, Yonggang Wang, Zixuan Liu, and Jiazhuo Huang

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A metro smart card data-based analysis of group travel behaviour in Shanghai, China, Yongping Zhang, Ed Manley, Karel Martens, and Michael Batty

Submissions from 2023

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Machine Learning Applied to Public Transportation by Bus: A Systematic Literature Review, Tielle Alexandre, Flávia Bernardini, José Viterbo, and Carlos Eduardo Pantoja

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The effect of economic incentives and cooperation messages on user participation in crowdsourced public transport technologies, Jacqueline Arriagada, Claudio Mena, Marcela Munizaga, and Daniel Schwartz

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Relating emotions, psychophysiological indicators and context in public transport trips: Case study and a joint framework for data collection and analysis, Carlos Barría, C. Angelo Guevara, Angel Jmenez-Molina, and Sebastian Seriani

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Crowding on public transport using smart card data during the COVID-19 pandemic: New methodology and case study in Chile, Franco Basso, Jonathan Frez, Hugo Hernández, Víctor Leiva, Raúl Pezoa, and Mauricio Varas

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Comparison of station-based and free-floating bikeshare systems as feeder modes to the metro, Long Cheng, Jie Huang, Tanhua Jin, Wendong Chen, Aoyong Li, and Frank Witlox

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A holistic data-driven framework for developing a complete profile of bus passengers, Siyuan Chen, Xin Liu, Cheng Lyu, Ljubo Vlacic, Tianli Tang, and Zhiyuan Liu

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I can board, but I’d rather wait: Active boarding delay choice behaviour analysis using smart card data in metro systems, Xin Chen, Yu Jiang, Jesper Bláfoss Ingvardson, Xia Luo, and Otto Anker Nielsen

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A recursive stochastic transit equilibrium model estimated using passive data from Santiago, Chile, Cristián E. Cortés, Pedro Donoso, Leonel Gutiérrez, Daniel Herl, and Diego Muñoz

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City Transit Rider Tweets: Understanding Sentiments and Politeness, Subasish Das and Hamsa Abbas Zubaidi

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Perception of overlap in multi-modal urban transit route choice, Malvika Dixit, Oded Cats, Ties Brands, Niels van Oort, and Serge Hoogendoorn

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Estimating Intermodal Transfer Barriers to Light Rail using Smartcard Data in Seattle, WA, James Eager, Chang-Hee Christine Bae, and Edward D. McCormack

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Artificial Intelligence Techniques for Predicting Individuals’ Mode Choice Behavior in Mansoura City, Egypt, Marwa Elharoun, Sherif M. El-Badawy, and Usama Elrawy Shahdah

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Combined Effect of Changes in Transit Service and Changes in Occupancy on Per-Passenger Energy Consumption, Huiying Fan, Hongyu Lu, Ziyi Dai, Reid Passmore, Angshuman Guin, Kari Watkins, and Randall Guensler

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Investigating occasional travel patterns based on smartcard transactions, Nir Fulman, Maria Marinov, and Itzhak Benenson

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A data fusion approach with mobile phone data for updating travel survey-based mode split estimates, Eduardo Graells-Garrido, Daniela Opitz, Francisco Rowe, and Jacqueline Arriagada

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Missing data imputation for transfer passenger flow identified from in-station WiFi systems, Wenhua Jiang, Nan Zheng, and Inhi Kim

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Understanding the land use function of station areas based on spatiotemporal similarity in rail transit ridership: A case study in Shanghai, China, Hongzan Jiao, Shibiao Huang, and Yu Zhou

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Measuring activity-based social segregation using public transport smart card data, Lukas Kolkowski, Oded Cats, Malvika Dixit, Trivik Verma, Erik Jenelius, Matej Cebecauer, and Isak Jarlebring Rubensson

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Trip-pair based clustering model for urban mobility of bus passengers in Macao, W. K. Ku, K. P. Kou, S. H. Lam, and K. I. Wong

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Social and spatial heterogeneities in COVID-19 impacts on individual's metro use: A big-data driven causality inference, Chengcheng Liu and Wenjia Zhang

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Disparities in public transit accessibility and usage by people with mobility disabilities: An evaluation using high-resolution transit data, Luyu Liu, Armita Kar, Ahmad Ilderim Tokey, Huyen T.K. Le, and Harvey J. Miller

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Nonlinear effects of built environment features on metro ridership: An integrated exploration with machine learning considering spatial heterogeneity, Mengyang Liu, Yuxuan Liu, and Yu Ye

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A congested schedule-based dynamic transit passenger flow estimator using stop count data, Qi Liu and Joseph Y.J. Chow

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Who is returning to public transport for non-work trips after COVID-19? Evidence from older citizens' smart cards in the UK's second largest city region, Alfie Long, Ffion Carney, and Jens Kandt

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Influential factors in customer satisfaction of transit services: Using crowdsourced data to capture the heterogeneity across individuals, space and time, Shuli Luo, Sylvia Y. He, Susan Grant-Muller, and Linqi Song

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A novel modelling approach of integrated taxi and transit mode and route choice using city-scale emerging mobility data, Rakhi Manohar Mepparambath, Yong Sheng Soh, Vasundhara Jayaraman, Hong En Tan, and Muhamad Azfar Ramli

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Decoding customer experiences in rail transport service: application of hybrid sentiment analysis, Dibya Nandan Mishra and Rajeev Kumar Panda

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Nonlinear, threshold and synergistic effects of first/last-mile facilities on metro ridership, Bozhezi Peng, Yi Zhang, Chaoyang Li, Tao Wang, and Shengqiang Yuan

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Estimation of trip purposes in public transport during the COVID-19 pandemic: The case of Santiago, Chile, Raúl Pezoa, Franco Basso, Paulina Quilodrán, and Mauricio Varas

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Exploring the potential role of bikeshare to complement public transit: The case of San Francisco amid the coronavirus crisis, Xiaodong Qian, Miguel Jaller, and Giovanni Circella

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Is ride-hailing competing or complementing public transport? A perspective from affordability, Si Qiao and Anthony Gar-On Yeh

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SentiHawkes: a sentiment-aware Hawkes point process to model service quality of public transport using Twitter data, Mohammad Masoud Rahimi, Elham Naghizade, Mark Stevenson, and Stephan Winter

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Estimating on-board passenger comfort in public transport vehicles using incomplete automatic passenger counting data, Claudio Roncoli, Ektoras Chandakas, and Ioannis Kaparias

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A supervised machine learning model for imputing missing boarding stops in smart card data, Nadav Shalit, Michael Fire, and Eran Ben-Elia

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Spatio-temporal analysis of carbon footprints for urban public transport systems based on smart card data, Wen-Long Shang, Yishui Chen, Qing Yu, Xuewang Song, Yanyan Chen, Xiaolei Ma, Xiqun Chen, Zhijia Tan, Jianling Huang, and Washington Ochieng

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Evaluating the impact of waiting time reliability on route choice using smart card data, Sanmay Shelat, Oded Cats, Niels van Oort, and J. W.C. van Lint

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Graph Supported Mode Detection within Mobile Phone Data Trajectories, Thomas Wischer, Michael Cik, and Martin Fellendorf

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Quantifying the impact of COVID-19 on travel behavior in different socio-economic segments, Haoning Xi, Qin Li, David A. Hensher, John D. Nelson, and Chinh Ho

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Predictability of short-term passengers’ origin and destination demands in urban rail transit, Fang Yang, Chunyan Shuai, Qian Qian, Wencong Wang, Mingwei He, Min He, and Jaeyoung Lee

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Detection and analysis of transfer time in urban rail transit system using WIFI data, Li Yan, Nan Si-Rui, Guo Yue, Zhu Chi-Hua, and Li Duo

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How public shared bike can assist first and last mile accessibility: A case study of the MRT system in Taipei City, Taiwan, Barbara T.H. Yen, Corinne Mulley, and Chia-Jung Yeh

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Transfer Penalty Estimation of Bus Passengers Considering Travel Frequency in Chengdu, China, Pengyao Ye, Yifeng Deng, Hong Yang, and Wenbo Fan

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Clustering-Based Travel Pattern for Individual Travel Prediction of Frequent Passengers by Using Transit Smart Card, Pengyao Ye and Yiqing Ma

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Impact of Social Media on Travel Behaviors during the COVID-19 Pandemic: Evidence from New York City, Qian Ye, Kaan Ozbay, Fan Zuo, and Xiaohong Chen

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Analysis of public transit operation efficiency based on multi-source data: A case study in Brisbane, Australia, Xuexuan Zhang and Yong Wu

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Structural change and spatial pattern of intentional travel groups: A case study of metro riders in Hong Kong, Mingzhi Zhou and Jiangping Zhou

Submissions from 2022

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Unveiling route choice strategy heterogeneity from smart card data in a large-scale public transport network, Jacqueline Arriagada, Marcela A. Munizaga, C. Angelo Guevara, and Carlo Prato

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Intrapersonal variability in public transport path choice due to changes in service reliability, Ulrik Berggren, Carmelo D'Agostino, Helena Svensson, and Karin Brundell-Freij

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Public transport path choice estimation based on trip data from dedicated smartphone app survey, Ulrik Berggren, Thomas Kjær-Rasmussen, Mikkel Thorhauge, Helena Svensson, and Karin Brundell-Freij

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Bayesian origin-destination estimation in networked transit systems using nodal in- and outflow counts, Steffen O.P. Blume, Francesco Corman, and Giovanni Sansavini

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CIAM: A data-driven approach for classifying long-term engagement of public transport riders at multiple temporal scales, Rachel Cardell-Oliver and Doina Olaru

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How do new transit stations affect people's sentiment and activity? A case study based on social media data in Hong Kong, Haoliang Chang, Jianxiang Huang, Weiran Yao, Weizun Zhao, and Lishuai Li

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Transfer station choice in a multimodal transit system: An empirical study, Enhui Chen, Amanda Stathopoulos, and Yu (Marco) Nie

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A knowledge graph-based method for epidemic contact tracing in public transportation, Tian Chen, Yimu Zhang, Xinwu Qian, and Jian Li

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Understanding the temporal and spatial interactions between transit ridership and urban land-use patterns: an exploratory study, Merkebe Getachew Demissie and Lina Katten

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The impact of new metro on travel behavior: Panel analysis using mobile phone data, Yiling Deng and Pengjun Zhao

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Effects of system configurations of automated fare collection on transit trip origin–destination estimation in Greater Toronto and Hamilton Area, Ehab Diab, Siva Srikukenthiran, Eric J. Miller, and Khandker Nurul Habib

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Analyzing detour behavior of metro passengers based on mobile phone data, Zhengyu Duan, Xiaolei Liu, Qing Yu, and Yi Li

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Do transportation network companies increase or decrease transit ridership? Empirical evidence from San Francisco, Gregory D. Erhardt, Richard Alexander Mucci, Drew Cooper, Bhargava Sana, Mei Chen, and Joe Castiglione

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The effect of dynamic lockdowns on public transport demand in times of COVID-19: Evidence from smartcard data, Benjamin Gramsch, C. Angelo Guevara, Marcela Munizaga, Daniel Schwartz, and Alejandro Tirachini

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Using General Transit Feed Specification-Ride to Identify Riders’ Use of Transfer Opportunities, Sylvan Hoover, Austin Kost, and J. David Porter

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Inferring origin and destination zones of transit trips through fusion of smart card transactions, travel surveys, and land-use data, Sanjana Hossain and Khandker Nurul Habib

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Identifying Subway Passenger Flow under Large-Scale Events Using Symbolic Aggregate Approximation Algorithm, Hainan Huang, Rongjie Zhang, Chengguang Xie, and Xiaofeng Li

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Modeling the competitiveness of a bike-sharing system using bicycle GPS and transit smartcard data, Christian Kapuku, Seung-Young Kho, Dong-Kyu Kim, and Shin-Hyung Cho

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Imputing qualitative attributes for trip chains extracted from smart card data using a conditional generative adversarial network, Eui-Jin Kim, Dong-Kyu Kim, and Keemin Sohn

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Frequency-based path flow estimator for transit origin-destination trip matrices incorporating automatic passenger count and automatic fare collection data, Guoyuan Li and Anthony Chen

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The impact of COVID-19 pandemic on public transport usage and route choice: Evidences from a long-term tracking study in urban area, Alessio D. Marra, Linghang Sun, and Francesco Corman

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Inferring passenger responses to urban rail disruptions using smart card data: A probabilistic framework, Baichuan Mo, Haris N. Koutsopoulos, and Jinhua Zhao

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Investigating spatio-temporal mobility patterns and changes in metro usage under the impact of COVID-19 using Taipei Metro smart card data, Christian Martin Mützel and Joachim Scheiner

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Activity-based TOD typology for seoul transit station areas using smart-card data, Yonggeun Shin, Dong-Kyu Kim, and Eui-Jin Kim

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Relationship analysis of short-term origin–destination prediction performance and spatiotemporal characteristics in urban rail transit, Chunyan Shuai, Jun Shan, Jincheng Bai, Jaeyoung Lee, Min He, and Xin Ouyang

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Public transport reliability across preferences, modes, and space, Jaime Soza-Parra, Sebastián Raveau, and Juan Carlos Muñoz

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Unraveling the relative contribution of TOD structural factors to metro ridership: A novel localized modeling approach with implications on spatial planning, Shiliang Su, Chong Zhao, Hao Zhou, Bozhao Li, and Mengjun Kang

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Examining the Discrepancies between Self-Reported and Actual Commuting Behavior at the Individual Level, Tianya Su, M. Elena Renda, and Jinhua Zhao

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Optimizing bus line platform assignment across bus stations in Utrecht, Wouter ten Bosch, J. A. (Han) Hoogeveen, and Marcel E. van Kooten Niekerk

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Bus OD matrix reconstruction based on clustering Wi-Fi probe data, Yunshan Wang, Wenbo Zhang, Tianli Tang, Dazhong Wang, and Zhiyuan Liu

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Understanding the ground access and airport choice behavior of air passengers using transit payment transaction data, Zi-Jia Wang, Hui-Hui Jia, Fangzhou Dai, and Mi Diao

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How does the weather affect public transit ridership? A model with weather-passenger variations, Ming Wei

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Investigating the influence of weather on public transit passenger’s travel behaviour: Empirical findings from Brisbane, Australia, Ming Wei

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Measuring and visualising ‘familiar strangers’ among transit riders: An exploratory study of Brisbane, Australia, Min Zhang, Renee Zahnow, Jiangping Zhou, and Jonathan Corcoran

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Naïve Bayes-Based Transition Model for Short-Term Metro Passenger Flow Prediction under Planned Events, Yangyang Zhao and Zhenliang Ma

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Short-Term Metro Ridership Prediction During Unplanned Events, Yangyang Zhao, Zhenliang Ma, Xinguo Jiang, and Haris N. Koutsopoulos

Submissions from 2021

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Measuring destination-based segregation through mobility patterns: Application of transport card data, Sorath Abbasi, Joonho Ko, and Jaehong Min

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Evaluation of bus bridging scenarios for railway service disruption management: a users’ delay modelling tool, Aya Aboudina, Alaa Itani, Ehab Diab, Siva Srikukenthiran, and Amer Shalaby

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Before-and-after evaluation of a bus network improvement using performance indicators from historical smart card data, Renato Arbex, Claudio Barbieri da Cunha, and Roberto Speicys

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Cross-Checking Automated Passenger Counts for Ridership Analysis, Simon Berrebi, Sanskruti Joshi, and Kari Watkins

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Probabilistic model for destination inference and travel pattern mining from smart card data, Zhanhong Cheng, Martin Trépanier, and Lijun Sun

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Impacts of long-term service disruptions on passenger travel behaviour: A smart card analysis from the Greater Copenhagen area, Morten Eltved, Nils Breyer, Jesper Bláfoss Ingvardson, and Otto Anker Nielsen

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Estimation of transfer walking time distribution in multimodal public transport systems based on smart card data, Morten Eltved, Philip Lemaitre, and Niklas Christoffer Petersen

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BRT fare elasticities from smartcard data: Spatial and time-of-the-day differences, Luis A. Guzman, Carlos Beltran, Jorge A. Bonilla, and Santiago Gomez Cardona