326 citations · 1.2k across the 59 of their papers we have counts for
65 papers
Driver Heterogeneity in Willingness to Give Control to Conditional Automation
Muhammad Sajjad Ansar, Nael Alsaleh, Bilal Farooq
The driver's willingness to give (WTG) control in conditionally automated driving is assessed in a virtual reality based driving-rig, through their choice to give away driving cont…
Sustainability Analysis Framework for On-Demand Public Transit Systems
Nael Alsaleh, Bilal Farooq
There is an increased interest from transit agencies to replace fixed-route transit services with on-demand public transits (ODT). However, it is still unclear when and where such…
Attention-LSTM for Multivariate Traffic State Prediction on Rural Roads
Elahe Sherafat, Bilal Farooq, Amir Hossein Karbasi +1
Accurate traffic volume and speed prediction have a wide range of applications in transportation. It can result in useful and timely information for both travellers and transportat…
Debiased machine learning for estimating the causal effect of urban traffic on pedestrian crossing behaviour
Kimia Kamal, Bilal Farooq
Before the transition of AVs to urban roads and subsequently unprecedented changes in traffic conditions, evaluation of transportation policies and futuristic road design related t…
Robustness Analysis of Deep Learning Models for Population Synthesis
Daniel Opoku Mensah, Godwin Badu-Marfo, Bilal Farooq
Deep generative models have become useful for synthetic data generation, particularly population synthesis. The models implicitly learn the probability distribution of a dataset an…
Interpretable and Actionable Vehicular Greenhouse Gas Emission Prediction at Road link-level
S. Roderick Zhang, Bilal Farooq
To help systematically lower anthropogenic Greenhouse gas (GHG) emissions, accurate and precise GHG emission prediction models have become a key focus of the climate research. The…