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

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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

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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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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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Estimation and Mitigation of Epidemic Risk on a Public Transit Route using Automatic Passenger Count Data, Pramesh Kumar, Alireza Khani, Eric Lind, and John Levin

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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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Urban mobility analytics: A deep spatial–temporal product neural network for traveler attributes inference, Can Li, Lei Bai, Wei Liu, Lina Yao, and S. Travis Waller

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Examining public transport usage by older adults with smart card data: A longitudinal study in Japan, Shasha Liu, Toshiyuki Yamamoto, Enjian Yao, and Toshiyuki Nakamura

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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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Understanding gender difference in perceptions toward transit services across space and time: A social media mining approach, Shuli Luo and Sylvia Y. He

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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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Modeling epidemic spreading through public transit using time-varying encounter network, Baichuan Mo, Kairui Feng, Yu Shen, Clarence Tam, Daqing Li, Yafeng Yin, and Jinhua Zhao

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Identifying attributes of public transport services for urban tourists: A data-mining method, Yael Ram, Ayelet Gal-Tzur, and Amit Rechavi

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Generating demand responsive bus routes from social network data analysis, Lidia Sala, Steve Wright, Caitlin Cottrill, and Emilio Flores-Sola

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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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Estimating the route-level passenger demand profile from bus dwell times, Wenzhe Sun, Jan-Dirk Schmöcker, and Koji Fukuda

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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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Taking the path less travelled: Valuation of denied boarding in crowded public transport systems, Menno Yap and Oded Cats

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Understanding the travel behaviors and activity patterns of the vulnerable population using smart card data: An activity space-based approach, Shanqi Zhang, Yu Yang, Feng Zhen, Tashi Lobsang, and Zhixuan Li

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Unveiling transit mobility structure towards sustainable cities: An integrated graph embedding approach, Tong Zhang, Xiaoqi Duan, and Yicong Li

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Transit-based accessibility and urban development: An exploratory study of Shenzhen based on big and/or open data, Jiangping Zhou and Yuling Yang

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

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Short-term forecasts on individual accessibility in bus system based on neural network model, Yufan Zuo, Xiao Fu, Zhiyuan Liu, and Di Huang

Submissions from 2020

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Examining impacts of time-based pricing strategies in public transportation: A study of Singapore, Muhammad Adnan, Bat-hen Nahmias Biran, Vishnu Baburajan, Kakali Basak, and Moshe Ben-Akiva

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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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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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Can we estimate accurately fare evasion without a survey? Results from a data comparison approach in Lyon using fare collection data, fare inspection data and counting data, Oscar Egu and Patrick Bonnel

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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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Demand responsive transport: Generation of activity patterns from mobile phone network data to support the operation of new mobility services, Patrizia Franco, Ryan Johnston, and Ecaterina McCormick

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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

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Assessing operation and customer perception characteristics of high frequency local and limited-stop bus service in Vancouver, Canada, Emily Grisé and Ahmed El-Geneidy

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Short run fare elasticities for Bogotá’s BRT system: ridership responses to fare increases, Luis A. Guzman, Santiago Gomez, and Carlos Alberto Moncada

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Demand management of congested public transport systems: a conceptual framework and application using smart card data, Anne Halvorsen, Haris N. Koutsopoulos, Zhenliang Ma, and Jinhua Zhao

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A passenger-pedestrian model to assess platform and train usage from automated data, Flurin S. Hänseler, Jeroen P.A. van den Heuvel, Oded Cats, Winnie Daamen, and Serge P. Hoogendoorn

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A classification of public transit users with smart card data based on time series distance metrics and a hierarchical clustering method, Li He, Bruno Agard, and Martin Trépanier

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Characterizing co-modality in urban transit systems from a passengers’ perspective, Naima Islam, Md Abu Sufian Talukder, Alex Hainen, and Travis Atkison

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Personalized predictive public transport crowding information with automated data sources, Erik Jenelius

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Assessment of the transit ridership prediction errors using AVL/APC data, You-Jin Jung and Jeffrey M. Casello

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Network–wide prediction of public transportation ridership using spatio–temporal link–level information, Stephan Karnberger and Constantinos Antoniou

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Calibration of a transit route choice model using revealed population data of smartcard in a multimodal transit network, Ikki Kim, Hyoung-Chul Kim, Dong-Jeong Seo, and Jung In Kim

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Integrated impacts of public transport travel and travel satisfaction on quality of life of older people, Junghwa Kim, Jan-Dirk Schmöcker, Toshiyuki Nakamura, Nobuhiro Uno, and Takenori Iwamoto

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Estimation of metro network passenger delay from individual trajectories, Panchamy Krishnakumari, Oded Cats, and Hans van Lint

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Inferring temporal motifs for travel pattern analysis using large scale smart card data, Da Lei, Xuewu Chen, Long Cheng, Lin Zhang, Satish V. Ukkusuri, and Frank Witlox

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Identifying the spatial distribution of public transportation trips by node and community characteristics, Jun Li, Peiqing Zheng, and Wenna Zhang

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Understanding public transit patterns with open geodemographics to facilitate public transport planning, Yunzhe Liu and Tao Cheng

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A differential privacy-based privacy-preserving data publishing algorithm for transit smart card data, Yang Li, Dasen Yang, and Xianbiao Hu

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Capacity-Constrained Network Performance Model for Urban Rail Systems, Baichuan Mo, Zhenliang Ma, Haris N. Koutsopoulos, and Jinhua Zhao

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Social media semantic perceptions on Madrid Metro system: Using Twitter data to link complaints to space, Joaquín Osorio-Arjona, Jiri Horak, Radek Svoboda, and Yolanda García-Ruíz

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Spatial equity of excess commuting by transit in Seoul, Chanwoon Park and Justin C. Chang

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A joint panel binary logit and fractional split model for converting route-level transit ridership data to stop-level boarding and alighting data, Moshiur Rahman, Shamsunnahar Yasmin, and Naveen Eluru

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Examining the effect of land-use function complementarity on intra-urban spatial interactions using metro smart card records, Mengyao Ren, Yaoyu Lin, Meihan Jin, Zhongyuan Duan, Yongxi Gong, and Yu Liu

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Estimation of the energy consumption of battery driven electric buses by integrating digital elevation and longitudinal dynamic models: Malaysia as a case study, Ali Saadon Al-Ogaili, Agileswari Ramasamy, Tengku Juhana Tengku Hashim, Ahmed N. Al-Masri, Yap Hoon, Mustafa Neamah Jebur, Renuga Verayiah, and Marayati Marsadek

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Validation of automatic passenger counting: introducing the t-test-induced equivalence test, Michael Siebert and David Ellenberger

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Decomposing journey times on urban metro systems via semiparametric mixed methods, Ramandeep Singh, Daniel Hörcher, Daniel J. Graham, and Richard J. Anderson

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Estimation of left behind subway passengers through archived data and video image processing, Charalampos Sipetas, Andronikos Keklikoglou, and Eric J. Gonzales

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New IDEAS for Transit: Transit IDEA Program Annual Report, Transportation Research Board

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Modelling heterogeneity in behavioral response to peak-avoidance policy utilizing naturalistic data of Beijing subway travelers, Yu Wang, Yacan Wang, and Charisma Choudhury

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Estimation of passenger waiting time using automatically collected transit data, Alexander Webb, Pramesh Kumar, and Alireza Khani

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A bi-objective timetable optimization model incorporating energy allocation and passenger assignment in an energy-regenerative metro system, Songpo Yang, Feixiong Liao, Jianjun Wu, Harry J.P. Timmermans, Huijun Sun, and Ziyou Gao

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Crowding valuation in urban tram and bus transportation based on smart card data, Menno Yap, Oded Cats, and Bart van Arem

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Metro passenger’s path choice model estimation with travel time correlations derived from smart card data, Yongsheng Zhang, Enjian Yao, Kangning Zheng, and Hao Xu

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Novel Three-Stage Framework for Prioritizing and Selecting Feature Variables for Short-Term Metro Passenger Flow Prediction, Yangyang Zhao, Lu Ren, Zhenliang Ma, and Xinguo Jiang

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Calibrating travel time thresholds with cluster analysis and AFC data for passenger reasonable route generation on an urban rail transit network, Wei Zhu, Wei-li Fan, Amr M. Wahaballa, and Jin Wei

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Estimating the activity types of transit travelers using smart card transaction data: a case study of Singapore, Yi Zhu

Submissions from 2019

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Inferring dynamic origin-destination flows by transport mode using mobile phone data, Danya Bachir, Ghazaleh Khodabandelou, Vincent Gauthier, Mounim El Yacoubi, and Jakob Puchinger

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The future security of travel by public transport: A review of evidence, Mark Beecroft

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GTFS-Ride: Unifying Standard for Fixed-Route Ridership Data, Phillip Carleton, Sylvan Hoover, Ben Fields, Matthew Barnes, and J. David Porter

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Discovering the spatio-temporal impacts of built environment on metro ridership using smart card data, Enhui Chen, Zhirui Ye, Chao Wang, and Wenbo Zhang

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Passenger travel characteristics and bus operational states: a study based on IC card and GPS data in Yinchuan, China, Feng Chen, Jinlei Zhang, Zijia Wang, Shunwei Shi, and Haixu Liu

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Data-driven stochastic transit assignment modeling using an automatic fare collection system, Seung Hoon Cheon, Changju Lee, and Seongil Shin

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Analyzing Transit User Behavior with 51 Weeks of Smart Card Data, Elodie Deschaintres, Catherine Morency, and Martin Trépanier

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Current State of Practice in Transit Ridership Prediction: Results from a Survey of Canadian Transit Agencies, Ehab Diab, Dena Kasraian, Eric J. Miller, and Amer Shalaby

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Passenger Travel Time Reliability for Multimodal Public Transport Journeys, Malvika Dixit, Ties Brands, Niels van Oort, Oded Cats, and Serge Hoogendoorn

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Linking social, semantic and sentiment analyses to support modeling transit customers’ satisfaction: Towards formal study of opinion dynamics, Tamer El-Diraby, Amer Shalaby, and Moein Hosseini

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Exploring the catchment area of an urban railway station by using transit card data: Case study in Seoul, Jin Ki Eom, Jungsoon Choi, Man Sik Park, and Tae-Young Heo

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Multimodal Connections with Transitways: Ridership, Access Mode, and Route Choice Implications, Yingling Fan, Andrew Guthrie, Alireza Khani, and Jacqueline Nowak

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Behavioural advertising in the public transit network, Hamed Faroqi, Mahmoud Mesbah, and Jiwon Kim

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Station-based average travel distance and its relationship with urban form and land use: An analysis of smart card data in Nanjing City, China, Zuoxian Gan, Tao Feng, Yunteng Wu, Min Yang, and Harry Timmermans

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Reconciling transfer synchronization and service regularity: real-time control strategies using passenger data, Alexandra Gavriilidou and Oded Cats

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Multi-constrained bus holding control in time windows with branch and bound and alternating minimization, Konstantinos Gkiotsalitis and Oded Cats

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Transport mode detection based on mobile phone network data: A systematic review, Haosheng Huang, Yi Cheng, and Robert Weibel

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Early Warning Mechanism for the Surge of Passengers in Metro Systems Based on Automated Fare Collection Data: Case Study of Guangzhou, China, Ning Huan, Enjian Yao, and Binbin Li

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Investigation of the use of smartphone applications for trip planning and travel outcomes, Shaila Jamal and Muhammad Ahsanul Habib

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Sustainable benchmarking of a public transport system using analytic hierarchy process and fuzzy logic: a case study of Hyderabad, India, Pradeep Chaitanya Jasti and V. Vinayaka Ram

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Exploring the potential of using real-time traveler data in public transport disturbance management, Åse Jevinger and Jan A. Persson

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GIS-based transit trip allocation methods converting stop-level boarding and alighting trips into TAZ trips, You-Jin Jung and Jeffrey M. Casello

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Examining inclusive mobility through smartcard data: What shall we make of senior citizens' declining bus patronage in the West Midlands?, Jens Kandt and Alistair Leak

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Assessing transit competitiveness in Seoul considering actual transit travel times based on smart card data, Hasik Lee, Ho-Chul Park, Seung-Young Kho, and Dong-Kyu Kim

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Social-Transportation Analytic Toolbox (STAT) for Transit Networks, Xiaoyue Cathy Liu, Ran Wei, Liming Wang, and Aaron Golub

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Smart card data-centric replication of the multi-modal public transport system in Singapore, Xioadong Liu, Yuan Zhou, and Andreas Rau

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DeepPF: A deep learning based architecture for metro passenger flow prediction, Yang Liu, Zhiyuan Liu, and Ruo Jia

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Evaluating the effects of public transport fare policy change together with built and non-built environment features on ridership: The case in South East Queensland, Australia, Yan Liu, Siqin Wang, and Bin Xie

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A strategy-based recursive path choice model for public transit smart card data, Neema Nassir, Mark Hickman, and Zhen-Liang Ma

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Obtaining transit information from users of a collaborative transit app: Platform-based and individual-related motivators, Rumana Islam Sarker, Sigal Kaplan, Marie Karen Anderson, Sonja Haustein, Markus Mailer, and Harry J.P. Timmermans

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Integrating Lagrangian and Eulerian observations for passenger flow state estimation in an urban rail transit network: A space-time-state hyper network-based assignment approach, Pan Shang, Ruimin Li, Jifu Guo, Kai Xian, and Xuesong Zhou

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Spatio-temporal travel patterns of elderly people – A comparative study based on buses usage in Qingdao, China, Fengjing Shao, Yi Sui, Xiang Yu, and Rencheng Sun

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Characterizing Journey Time Performance on Urban Metro Systems under Varying Operating Conditions, Ramandeep Singh, Daniel J. Graham, and Richard J. Anderson