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

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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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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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Relationship analysis of short-term origin–destination prediction performance and spatiotemporal characteristics in urban rail transit, Chunyan Shui, 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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Understanding the ground access and airport choice behavior of air passengers using transit payment transaction data, Zi-Jia Wang, Hui-Hui Jia, 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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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

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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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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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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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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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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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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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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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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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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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Investigating the determinants to retain spurious-loyalty passengers: A data-fusion based approach, Shichao Sun, Lingyu Xu, Yukun Yao, and Zhengyu Duan

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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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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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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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Virus Transmission Risk in Urban Rail Systems: Microscopic Simulation-Based Analysis of Spatio-Temporal Characteristics, Jiali Zhou and Haris N. Koutsopoulos

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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