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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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Inferring alighting bus stops from smart card data combined with cellular signaling data, Ziqin Lan, Zixuan Zhang, Jiatao Chen, and Ming Cai

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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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Inferring unable-to-board commuters for overcrowded buses using smart card data, Hong En Tang and Muhamad Azfar Ramli

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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

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The app or the cap? Which fare innovation affects bus ridership?, Abubakr Ziedan, Ashley Hightower, Luiz Lima, and Candace Brakewood

Submissions from 2023

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Perception of commuter rail transit riders/users of train services on the Accra-Nsawam Corridor, Kwabena Koforobour Agyemang, Prince Kwame Odame, Regina Obilie Amoako-Sakyi, Emmanuel Abeashi Mensah, and Albert Machistey Abane

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Examining the effect of integrated ticketing on mode choice for interregional commuting: Studies among car commuters, I. B. Alhassan, B. Matthews, J. P. Toner, and Y. O. Susilo

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

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Zone prioritisation for transit improvement using potential demand estimated from smartcard data, Etikaf Hussain, Ashish Bhaskar, and Edward Chung

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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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Determinants of passengers' ticketing channel choice in rail transit systems: New evidence of e-payment behaviors from Xi'an, China, Xiaowei Li, Lanxin Shi, Junqing Tang, Chenyu Yang, Ting Zhao, Yuting Wang, and Wei Wang

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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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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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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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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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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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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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Spatiotemporal analysis of CO2 emissions and emission reduction potential of Beijing buses using smart card data, Jiangpeng Zheng, Zhou Huang, Xiao Zhou, Bronte Scheuer, and Han Wang

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

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Fare adjustment’s impacts on travel patterns and farebox revenue: An empirical study based on longitudinal smartcard data, Ruoyu Chen and Jiangping Zhou

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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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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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Effects of spatial units and travel modes on urban commuting demand modeling, Fan Gao, Jinjun Tang, and Zhitao Li

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Social distancing in public transport: mobilising new technologies for demand management under the Covid-19 crisis, Daniel Hörcher, Ramandeep Singh, and Daniel J. Graham

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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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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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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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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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Revealing the determinants of the intermodal transfer ratio between metro and bus systems considering spatial variations, Pan Wu, Lunhui Xu, Lingshu Zhong, Kun Gao, Xiaobo Qu, and Mingyang Pei

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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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Recovering the Association Between Unlinked Fare Machines and Stations Using Automated Fare Collection Data in Metro Systems, Pengfei Zhang, Zhenliang Ma, Xiaoxiong Weng, and Haris N. Koutsopoulos

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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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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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Attitudes to forced adoption of new technologies in public transportation services, Zsofia Cserdi and Zsofia Kenesei

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Does the measured performance of bus operators depend on the index chosen to assess reliability in contracts? An analysis of bus headway variability, Javiera Godachevich and Alejandro Tirachini

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Automated extraction of origin-destination demand for public transportation from smartcard data with pattern recognition, Homayoun Hamedmoghadam, Hai L. Vu, Mahdi Jalili, Meead Saberi, Lewi Stone, and Serge Hoogendoorn

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Multi-Objective Optimization for Skip-Stop Strategy Based on Smartcard Data Considering Total Travel Time and Equity, Sang-Wook Han, Eun Hak Lee, and Dong-Kyu Kim

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Space–time classification of public transit smart card users’ activity locations from smart card data, Li He, Martin Trépanier, and Bruno Agard

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Frequent-pattern growth algorithm based association rule mining method of public transport travel stability, Song Hu, Quan Liang, Huimin Qian, Jiancheng Weng, Wei Zhou, and Pengfei Lin

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A novel origin destination based transit supply index: Exploiting the opportunities with big transit data, Etikaf Hussain, Ashish Bhaskar, and Edward Chung

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Transit OD matrix estimation using smartcard data: Recent developments and future research challenges, Etikaf Hussain, Ashish Bhaskar, and Edward Chung

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A procedure for public transit OD matrix generation using smart card transaction data, Masood Jafari Kang, Shervin Ataeian, and S. M. Mahdi Amiripour

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Assessing and Predicting Mobility Improvement of Integrating Bike-Sharing into Multimodal Public Transport Systems, Christian Kapuku, Seung-Young Kho, Dong-Kyu Kim, and Shin-Hyung Cho

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Public transport fare elasticities from smartcard data: Evidence from a natural experiment, Yaroslav Kholodov, Erik Jenelius, Oded Cats, Niels van Oort, Niek Mouter, Matej Cebecauer, and Alex Vermeulen

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Estimating Express Train Preference of Urban Railway Passengers Based on Extreme Gradient Boosting (XGBoost) using Smart Card Data, Eun Hak Lee, Kyoungtae Kim, Seung-Young Kho, Dong-Kyu Kim, and Shin-Hyung Cho

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Minimum entropy rate-improved trip-chain method for origin–destination estimation using smart card data, Da Lei, Xuewu Chen, Long Cheng, Lin Zhang, Pengfei Wang, and Kailai Wang

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Comparison of Door-to-Door Transit Travel Time Estimation Using Schedules, Real-Time Vehicle Arrivals, and Smartcard Inference Methods, Ting Li, Patrick Meredith-Karam, Hui Kong, Anson Stewart, John P. Attanucci, and Jinhua Zhao

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Spatial-interaction network analysis of built environmental influence on daily public transport demand, Xintao Liu, Jiawei Wu, Jianwei Huang, Junwei Zhang, Bi Yu Chen, and Anthony Chen

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Quantifying service-reliability-based day-to-day evolution of travel choices in public transit systems with smart transit card data, Mingyou Ma, Wei Liu, Xinwei Li, Fangni Zhang, Sisi Jian, and Vinayak Dixit

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Big data for big issues: Revealing travel patterns of low-income population based on smart card data mining in a global south unequal city, Caio Pieroni, Mariana Giannotti, Bianca B. Alves, and Renato Arbex

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The boundary between random and non-random passenger arrivals: Robust empirical evidence and economic implications, Ramandeep Singh, Daniel J. Graham, Daniel Hörcher, and Richard J. Anderson

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Uncovering the spatially heterogeneous effects of shared mobility on public transit and taxi, Jinjun Tang, Fan Gao, Chunyang Han, Xuekai Cen, and Zhitao Li

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Multi-stage deep learning approaches to predict boarding behaviour of bus passengers, Tianli Tang, Achille Fonzone, Ronghui Liu, and Charisma Choudhury

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Derivation of train arrival timings through correlations from individual passenger farecard data, Hong En Tan, De Wen Soh, Yong Sheng Soh, and Muhamad Azfar Ramli

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Development of Estimating Methodology for Transit Accessibility Using Smart Card Data, Hyunsoo Yun, Eun Hak Lee, Dong-Kyu Kim, and Shin-Hyung Cho

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Passenger itinerary inference model for congested urban rail networks, Yiwen Zhu, Haris N. Koutsopoulos, and Nigel H.M. Wilson

Submissions from 2020

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The Movingo integrated ticket: seamless connections across the mälardalen region of Sweden, Ilyas B. Alhassan, B. Matthews, Jeremy P. Toner, and Yusak O. Susilo

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Quantifying the ex-post causal impact of differential pricing on commuter trip scheduling in Hong Kong, Anupriya, Daniel J. Graham, Daniel Hörcher, Richard J. Anderson, and Prateek Bansal

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Estimating the influence of crowding and travel time variability on accessibility to jobs in a large public transport network using smart card big data, Renato Arbex and Claudio B. Cunha

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Improving alighting stop inference accuracy in the trip chaining method using neural networks, Behrang Assemi, Azalden Alsger, Mahboobeh Moghaddam, Mark Hickman, and Mahmoud Mesbah

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Business Models for Mobile Fare Apps, Candace Brakewood

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An evaluation of the benefits of mobile fare payment technology from the user and operator perspectives, Candace Brakewood, Abubakr Zeidan, Sara J. Hendricks, Sean J. Barbeau, and Ann Joslin

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The impact of delays on the welfare effects of on-track competition: The case of transfer passengers with operator-tied tickets, Christina Brand and Gernot Sieg

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Extending public transit accessibility models to recognise transfer location, Jason Chai and Jinwoo (Brian) Lee

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How comparable are origin-destination matrices estimated from automatic fare collection, origin-destination surveys and household travel survey? An empirical investigation in Lyon, Oscar Egu and Patrick Bonnel

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Understanding urban mobility patterns from a spatiotemporal perspective: daily ridership profiles of metro stations, Zuoxian Gan, Min Yang, Tao Feng, and Harry Timmermans