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Bilal Farooq

Toronto Metropolitan University (from arXiv:2604.15564, 2026) · ORCID · OpenAlex

48 papers in scope · 44 published · 7 on the econ.EM arXiv · 1,603 citations · h-index 19 (over the papers listed here)

Related authors

The 20 authors closest to this one in our weighted citation graph, most related first.

  1. Ricardo A. Daziano
  2. Rico Krueger
  3. Prateek Bansal
  4. Michel Bierlaire
  5. Taha Hossein Rashidi
  6. Francisco C. Pereira
  7. Xiaocheng Li
  8. Hanzhao Wang
  9. Kalyan Talluri
  10. Zhongze Cai
  11. Carlos Lima Azevedo
  12. Ioanna Arkoudi
  13. Daniel F. Villarraga
  14. Moshe Ben-Akiva
  15. Melvin Wong
  16. Connor R. Forsythe
  17. John Paul Helveston
  18. Cristian Arteaga
  19. Stephane Hess
  20. Easton Huch

Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md.

Papers

(8 of 48)

working paper2026 · arXiv
Modelling driver behaviour as a continuum between defensive and neutral states
published2026 · Transportation Research Part F Traffic Psychology and Behaviour
with Rulla Al-Haideri, Karim Ismail, Adam Weiss
working paper2026 · arXiv
Simulation models for sustainable, resilient, and optimized global electric vehicles supply chain
published2025 · Scientific Reports · 2 citations · first circulated 2024
with Tareq Alsaleh
Exploring the combined effects of major fuel technologies, eco-routing, and eco-driving for sustainable traffic decarbonization in downtown Toronto
published2025 · Transportation Research Part A Policy and Practice · 12 citations · first circulated 2023
with Saba Sabet
Robustness Analysis of Deep Learning Models for Population Synthesis
published2025 · Transportation research procedia · 2 citations · first circulated 2022
with Daniel Mensah, Godwin Badu-Marfo
Decoding pedestrian stress on urban streets using electrodermal activity monitoring in virtual immersive reality
published2024 · Transportation Research Part C Emerging Technologies · 18 citations
with Mohsen Nazemi, Bara Rababah, Daniel Ramos, Tangxu Zhao
published2024 · Transportation Research Part F Traffic Psychology and Behaviour · 5 citations · first circulated 2023
Ordinal-ResLogit: Interpretable deep residual neural networks for ordered choices” [J. Choice Model., 50 (2024) 100454
published2023 · Journal of Choice Modelling · 8 citations · first circulated 2022
with Kimia Kamal
published2023 · Journal of Choice Modelling · 15 citations · first circulated 2021
Sustainability analysis framework for on-demand public transit systems
published2023 · Scientific Reports · 13 citations
Capacity characteristics of long-term work zones on signalized intersection approaches
published2023 · Transportation Research Part A Policy and Practice · 7 citations
with Amjad Dehman
An ensemble federated learning framework for privacy-by-design mobility behaviour inference in smart cities
published2023 · Sustainable Cities and Society · 10 citations
with Godwin Badu-Marfo, Daniel Mensah, Ranwa Al Mallah
Behavioural modelling of automated to manual control transition in conditionally automated driving
published2023 · Transportation Research Part F Traffic Psychology and Behaviour · 7 citations · first circulated 2022
published2023 · Sustainable Cities and Society · 11 citations · first circulated 2022
Untargeted Poisoning Attack Detection in Federated Learning via Behavior AttestationAl
published2023 · IEEE Access · 21 citations · first circulated 2021
with Ranwa Al Mallah, David López, Godwin Badu-Marfo, Godwin Badu Marfo
The impact of COVID-19 pandemic on ridesourcing services differed between small towns and large cities
published2022 · PLoS ONE · 8 citations
Composite Travel Generative Adversarial Networks for Tabular and Sequential Population Synthesis
published2022 · IEEE Transactions on Intelligent Transportation Systems · 31 citations · first circulated 2020
with Godwin Badu-Marfo, Zachary Patterson, Zachary Paterson
Green Vehicle Routing Problem: State of the Art and Future Directions
published2022 · IEEE Access · 51 citations
with Saba Sabet
A context-aware pedestrian trajectory prediction framework for automated vehicles
published2021 · Transportation Research Part C Emerging Technologies · 73 citations
with Arash Kalatian
Are work zones and connected automated vehicles ready for a harmonious coexistence? A scoping review and research agenda
published2021 · Transportation Research Part C Emerging Technologies · 1 citations
with Amjad Dehman
Interpretable data-driven demand modelling for on-demand transit services
published2021 · Transportation Research Part A Policy and Practice · 4 citations · first circulated 2020
Exploring first-mile on-demand transit solutions for North American suburbia: A case study of Markham, Canada
published2021 · Transportation Research Part A Policy and Practice · 40 citations
with Johanna Bürstlein, David López
A generalized ride-matching approach for sustainable shared mobility
published2021 · Sustainable Cities and Society · 35 citations
with Seyed Mehdi Meshkani
published2021 · Transportation Research Part C Emerging Technologies · 9 citations · first circulated 2019
Spatio-temporal analysis of on-demand transit: A case study of Belleville, Canada
published2021 · Transportation Research Part A Policy and Practice · 280 citations
with Irum Sanaullah, Nael Alsaleh, Shadi Djavadian
Decoding pedestrian and automated vehicle interactions using immersive virtual reality and interpretable deep learning
published2021 · Transportation Research Part C Emerging Technologies · 61 citations
with Arash Kalatian
On the Initial Behavior Monitoring Issues in Federated Learning
published2021 · IEEE Access · 1 citations
with Ranwa Al Mallah, Godwin Badu-Marfo
Electric vehicle charging optimization to minimize marginal greenhouse gas emissions from power generation
published2020 · Applied Energy · 122 citations
with Ran Tu, Yijun Gai, Daniel Posen, Marianne Hatzopoulou
Cyber-Security Risk Assessment Framework for Blockchains in Smart Mobility
published2020 · Transportation Research Part C Emerging Technologies · 96 citations · first circulated 2018
with David López, Ranwa Al Mallah
A bipartite generative model framework for analyzing and simulating large scale multiple discrete-continuous travel behaviour data
published2019 · Transportation Research Part C Emerging Technologies · 33 citations
working paper2019
with David López
working paper2019 · arXiv · 1 citations
Frequent versus occasional drivers: A hybrid route choice model
published2019 · Transportation Research Part F Traffic Psychology and Behaviour · 32 citations
with Hamzeh Alizadeh, Catherine Morency, Nicolas Saunier
Impact of smartphone distraction on pedestrians’ crossing behaviour: An application of head-mounted immersive virtual reality
published2018 · Transportation Research Part F Traffic Psychology and Behaviour · 3 citations
with Anae Sobhani
Workshop Synthesis: New directions in experimental design
published2018 · Transportation research procedia · 6 citations
Virtual Immersive Reality Environment (VIRE) for Disruptive Vehicular Technology Choice Experiments
published2017 · International Choice Modelling Conference 2017
with Elisabetta Cherchi
On the role of bridges as anchor points in route choice modeling
published2017 · Transportation · 14 citations
with Hamzeh Alizadeh, Catherine Morency, Nicolas Saunier
A generalized partite-graph method for transportation data association
published2017 · Transportation Research Part C Emerging Technologies · 11 citations
with Paul Anderson
Hidden Markov Model-based population synthesis
published2016 · Transportation Research Part B Methodological · 87 citations
with Ismaïl Saadi, Ahmed Mustafà, Jacques Teller, Mario Cools
Probabilistic speed–density relationship for pedestrian traffic
published2016 · Transportation Research Part B Methodological · 39 citations · first circulated 2014
with Marija Nikolić, Michel Bierlaire, Matthieu de Lapparent
Simulations of firm location decisions: Replicating office location choices in the Greater Toronto Area
published2015 · Journal of Choice Modelling · 16 citations
with Ilan Elgar, Eric J. Miller
A macroscopic loading model for time-varying pedestrian flows in public walking areas
published2014 · Transportation Research Part B Methodological · 77 citations
with Flurin Hänseler, Michel Bierlaire, Thomas Mühlematter
A Bayesian approach to detect pedestrian destination-sequences from WiFi signatures
published2014 · Transportation Research Part C Emerging Technologies · 83 citations · first circulated 2013
with Antonin Danalet, Michel Bierlaire
Associations Generation in Synthetic Population for Transportation Applications
published2014 · Transportation Research Record Journal of the Transportation Research Board · 17 citations
with Paul Anderson, Dimitrios Efthymiou, Michel Bierlaire
Simulation based population synthesis
published2013 · Transportation Research Part B Methodological · 185 citations · first circulated 2011
with Michel Bierlaire, Ricardo Hurtubia, Gunnar Flötteröd
Towards integrated land use and transportation: A dynamic disequilibrium based microsimulation framework for built space markets
published2012 · Transportation Research Part A Policy and Practice · 36 citations
with Eric J. Miller
Hedonic Analysis of Office Space Rent
published2010 · Transportation Research Record Journal of the Transportation Research Board · 20 citations
with Eric J. Miller, Murtaza Haider

Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.