Submissions from 2022
Naïve Bayes-Based Transition Model for Short-Term Metro Passenger Flow Prediction under Planned Events, Yangyang Zhao and Zhenliang Ma
Short-Term Metro Ridership Prediction During Unplanned Events, Yangyang Zhao, Zhenliang Ma, Xinguo Jiang, and Haris N. Koutsopoulos
Submissions from 2021
Measuring destination-based segregation through mobility patterns: Application of transport card data, Sorath Abbasi, Joonho Ko, and Jaehong Min
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
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
Cross-Checking Automated Passenger Counts for Ridership Analysis, Simon Berrebi, Sanskruti Joshi, and Kari Watkins
Probabilistic model for destination inference and travel pattern mining from smart card data, Zhanhong Cheng, Martin Trépanier, and Lijun Sun
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
Estimation of transfer walking time distribution in multimodal public transport systems based on smart card data, Morten Eltved, Philip Lemaitre, and Niklas Christoffer Petersen
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
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
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
Space–time classification of public transit smart card users’ activity locations from smart card data, Li He, Martin Trépanier, and Bruno Agard
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
Transit OD matrix estimation using smartcard data: Recent developments and future research challenges, Etikaf Hussain, Ashish Bhaskar, and Edward Chung
A procedure for public transit OD matrix generation using smart card transaction data, Masood Jafari Kang, Shervin Ataeian, and S. M. Mahdi Amiripour
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
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
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
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
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
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
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
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
Understanding gender difference in perceptions toward transit services across space and time: A social media mining approach, Shuli Luo and Sylvia Y. He
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
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
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
Identifying attributes of public transport services for urban tourists: A data-mining method, Yael Ram, Ayelet Gal-Tzur, and Amit Rechavi
Generating demand responsive bus routes from social network data analysis, Lidia Sala, Steve Wright, Caitlin Cottrill, and Emilio Flores-Sola
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
Investigating the determinants to retain spurious-loyalty passengers: A data-fusion based approach, Shichao Sun, Lingyu Xu, Yukun Yao, and Zhengyu Duan
Estimating the route-level passenger demand profile from bus dwell times, Wenzhe Sun, Jan-Dirk Schmöcker, and Koji Fukuda
Multi-stage deep learning approaches to predict boarding behaviour of bus passengers, Tianli Tang, Achille Fonzone, Ronghui Liu, and Charisma Choudhury
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
Taking the path less travelled: Valuation of denied boarding in crowded public transport systems, Menno Yap and Oded Cats
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
Unveiling transit mobility structure towards sustainable cities: An integrated graph embedding approach, Tong Zhang, Xiaoqi Duan, and Yicong Li
Virus Transmission Risk in Urban Rail Systems: Microscopic Simulation-Based Analysis of Spatio-Temporal Characteristics, Jiali Zhou and Haris N. Koutsopoulos
Transit-based accessibility and urban development: An exploratory study of Shenzhen based on big and/or open data, Jiangping Zhou and Yuling Yang
Passenger itinerary inference model for congested urban rail networks, Yiwen Zhu, Haris N. Koutsopoulos, and Nigel H.M. Wilson
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
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
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
Improving alighting stop inference accuracy in the trip chaining method using neural networks, Behrang Assemi, Azalden Alsger, Mahboobeh Moghaddam, Mark Hickman, and Mahmoud Mesbah
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
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
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
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
Understanding urban mobility patterns from a spatiotemporal perspective: daily ridership profiles of metro stations, Zuoxian Gan, Min Yang, Tao Feng, and Harry Timmermans
Assessing operation and customer perception characteristics of high frequency local and limited-stop bus service in Vancouver, Canada, Emily Grisé and Ahmed El-Geneidy
Short run fare elasticities for Bogotá’s BRT system: ridership responses to fare increases, Luis A. Guzman, Santiago Gomez, and Carlos Alberto Moncada
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
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
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
Characterizing co-modality in urban transit systems from a passengers’ perspective, Naima Islam, Md Abu Sufian Talukder, Alex Hainen, and Travis Atkison
Personalized predictive public transport crowding information with automated data sources, Erik Jenelius
Assessment of the transit ridership prediction errors using AVL/APC data, You-Jin Jung and Jeffrey M. Casello
Network–wide prediction of public transportation ridership using spatio–temporal link–level information, Stephan Karnberger and Constantinos Antoniou
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
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
Estimation of metro network passenger delay from individual trajectories, Panchamy Krishnakumari, Oded Cats, and Hans van Lint
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
Identifying the spatial distribution of public transportation trips by node and community characteristics, Jun Li, Peiqing Zheng, and Wenna Zhang
Understanding public transit patterns with open geodemographics to facilitate public transport planning, Yunzhe Liu and Tao Cheng
A differential privacy-based privacy-preserving data publishing algorithm for transit smart card data, Yang Li, Dasen Yang, and Xianbiao Hu
Capacity-Constrained Network Performance Model for Urban Rail Systems, Baichuan Mo, Zhenliang Ma, Haris N. Koutsopoulos, and Jinhua Zhao
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
Spatial equity of excess commuting by transit in Seoul, Chanwoon Park and Justin C. Chang
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
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
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
Validation of automatic passenger counting: introducing the t-test-induced equivalence test, Michael Siebert and David Ellenberger
Decomposing journey times on urban metro systems via semiparametric mixed methods, Ramandeep Singh, Daniel Hörcher, Daniel J. Graham, and Richard J. Anderson
Estimation of left behind subway passengers through archived data and video image processing, Charalampos Sipetas, Andronikos Keklikoglou, and Eric J. Gonzales
New IDEAS for Transit: Transit IDEA Program Annual Report, Transportation Research Board
Modelling heterogeneity in behavioral response to peak-avoidance policy utilizing naturalistic data of Beijing subway travelers, Yu Wang, Yacan Wang, and Charisma Choudhury
Estimation of passenger waiting time using automatically collected transit data, Alexander Webb, Pramesh Kumar, and Alireza Khani
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
Crowding valuation in urban tram and bus transportation based on smart card data, Menno Yap, Oded Cats, and Bart van Arem
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
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
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
Submissions from 2019
Inferring dynamic origin-destination flows by transport mode using mobile phone data, Danya Bachir, Ghazaleh Khodabandelou, Vincent Gauthier, Mounim El Yacoubi, and Jakob Puchinger
The future security of travel by public transport: A review of evidence, Mark Beecroft
GTFS-Ride: Unifying Standard for Fixed-Route Ridership Data, Phillip Carleton, Sylvan Hoover, Ben Fields, Matthew Barnes, and J. David Porter
Discovering the spatio-temporal impacts of built environment on metro ridership using smart card data, Enhui Chen, Zhirui Ye, Chao Wang, and Wenbo Zhang
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
Data-driven stochastic transit assignment modeling using an automatic fare collection system, Seung Hoon Cheon, Changju Lee, and Seongil Shin
Analyzing Transit User Behavior with 51 Weeks of Smart Card Data, Elodie Deschaintres, Catherine Morency, and Martin Trépanier
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
Passenger Travel Time Reliability for Multimodal Public Transport Journeys, Malvika Dixit, Ties Brands, Niels van Oort, Oded Cats, and Serge Hoogendoorn
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
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
Multimodal Connections with Transitways: Ridership, Access Mode, and Route Choice Implications, Yingling Fan, Andrew Guthrie, Alireza Khani, and Jacqueline Nowak
Behavioural advertising in the public transit network, Hamed Faroqi, Mahmoud Mesbah, and Jiwon Kim
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
Reconciling transfer synchronization and service regularity: real-time control strategies using passenger data, Alexandra Gavriilidou and Oded Cats
Multi-constrained bus holding control in time windows with branch and bound and alternating minimization, Konstantinos Gkiotsalitis and Oded Cats
