Select Publications
Preprints
, 2026, A Sequential Tour-Based Mode Choice Framework with GPS-based Data: Integrating Machine-Learning-Derived Features into Mixed Logit and MNL Models, http://dx.doi.org/10.2139/ssrn.7097213
, 2026, Modeling First-Trip Mode Choice with Machine Learning and Discrete Choice Methods: A Tour-Based Framework Using Revealed Preference Data, http://dx.doi.org/10.2139/ssrn.6625738
, 2026, Risky behaviours and occupational injuries in food delivery riders: A scoping review, http://dx.doi.org/10.2139/ssrn.6682627
, 2026, Simulation-based Road-level Emission Prediction for Autonomous Vehicles in Urban Traffic, http://dx.doi.org/10.2139/ssrn.7032504
, 2025, Graph-structured gravity model enhances transferable pedestrian flow prediction, http://dx.doi.org/10.21203/rs.3.rs-7414543/v1
, 2024, GPS-based smartphone integrated travel diary and time-use data collection: challenges and lessons learned, http://dx.doi.org/10.21203/rs.3.rs-4180123/v1
, 2021, COVIDSpread: real-time prediction of COVID-19 spread based on time-series modelling, http://dx.doi.org/10.12688/f1000research.73969.1
, 2020, Forecasting the Spread of Covid-19 Under Control Scenarios Using LSTM and Dynamic Behavioral Models, http://dx.doi.org/10.48550/arxiv.2005.12270
, 2020, Real-time time-series modelling for prediction of COVID-19 spread and intervention assessment, http://dx.doi.org/10.1101/2020.04.24.20078923
, 2020, Ridesharing in the era of Mobility as a Service (MaaS): An Activity-based Approach with Multimodality and Intermodality, http://dx.doi.org/10.48550/arxiv.2002.11712
, 2020, Variational Bayesian Inference for Mixed Logit Models with Unobserved Inter- and Intra-Individual Heterogeneity, http://dx.doi.org/10.48550/arxiv.1905.00419
, 2020, Determination of COVID-19 parameters for an agent-based model: Easing or tightening control strategies, http://dx.doi.org/10.1101/2020.06.20.20135186
, 2019, Bayesian Estimation of Mixed Multinomial Logit Models: Advances and Simulation-Based Evaluations, http://dx.doi.org/10.48550/arxiv.1904.03647
, 2019, Autonomous Driving and Residential Location Preferences: Evidence from a Stated Choice Survey, http://dx.doi.org/10.48550/arxiv.1905.11486
, 2019, Integrating Travel Demand and Network Modelling: a Myth or Future of Transport Modelling, http://dx.doi.org/10.48550/arxiv.1907.09651
, 2019, Semi-Parametric Hierarchical Bayes Estimates of New Yorkers' Willingness to Pay for Features of Shared Automated Vehicle Services, http://dx.doi.org/10.48550/arxiv.1907.09639
, 2019, Perceived Advantage in Perspective Application of Integrated Choice and Latent Variable Model to Capture Electric Vehicles Perceived Advantage from Consumers Perspective, http://arxiv.org/abs/1905.11606v2
, 2019, Pólygamma Data Augmentation to address Non-conjugacy in the Bayesian Estimation of Mixed Multinomial Logit Models, http://dx.doi.org/10.48550/arxiv.1904.07688
, 2018, X vs. Y: An Analysis of Intergenerational Differences in Transport Mode Use Among Young Adults, http://dx.doi.org/10.31235/osf.io/unezy
, 2018, A Dirichlet Process Mixture Model of Discrete Choice, http://dx.doi.org/10.48550/arxiv.1801.06296
, Does Work Relocation Proceed or Precede Home Relocation?, http://dx.doi.org/10.2139/ssrn.4057782
, Equity in Network Design and Pricing: A Discretely-Constrained Mpec Problem, http://dx.doi.org/10.2139/ssrn.4117486
, Normative Beliefs and Modality Styles: A Latent Class and Latent Variable Model of Travel Behaviour, http://dx.doi.org/10.2139/ssrn.2790047
, Psychological and Societal Factors of Decision Making in a Transport Context, http://dx.doi.org/10.2139/ssrn.4049761
, What Makes You Cycle this Far? An Analysis of Mandatory Bicycle Tour Distances, http://dx.doi.org/10.2139/ssrn.2982399
, X vs. Y: An Analysis of Inter-Generational Differences in Transport Mode Use Among Young Adults, http://dx.doi.org/10.2139/ssrn.3224326