326 citations · 1.2k across the 59 of their papers we have counts for
14 papers · 1 filter
A Differentially Private Multi-Output Deep Generative Networks Approach For Activity Diary Synthesis
Godwin Badu-Marfo, Bilal Farooq, Zachary Patterson
In this work, we develop a privacy-by-design generative model for synthesizing the activity diary of the travel population using state-of-art deep learning approaches. This propose…
Smart Mobility Ontology: Current Trends and Future Directions
Ali Yazdizadeh, Bilal Farooq
Ontology is the explicit and formal representation of the concepts in a domain and relations among them. Transportation science is a wide domain dealing with mobility over various…
Resilience-by-design in Adaptive Multi-Agent Traffic Control Systems
Ranwa Al Mallah, Talal Halabi, Bilal Farooq
Connected and Autonomous Vehicles (CAVs) with their evolving data gathering capabilities will play a significant role in road safety and efficiency applications supported by Intell…
Spatio-Temporal Analysis of On Demand Transit: A Case Study of Belleville, Canada
Irum Sanaullah, Nael Alsaleh, Shadi Djavadian +1
The rapid increase in the cyber-physical nature of transportation, availability of GPS data, mobile applications, and effective communication technologies have led to the emergence…
Interpretable Data-Driven Demand Modelling for On-Demand Transit Services
Nael Alsaleh, Bilal Farooq
In recent years, with the advancements in information and communication technology, different emerging on-demand shared mobility services have been introduced as innovative solutio…
Multimodal Autonomous Last Mile Delivery System Design and Application
Farah Samouh, Veronica Gluza, Shadi Djavadian +2
With the rapid increase in congestion, alternative solutions are needed to efficiently use the capacity of our existing networks. This paper focuses on exploring the emerging auton…