326 citations · 1.2k across the 59 of their papers we have counts for
12 papers · 1 filter
Analysis of pedestrian stress level using GSR sensor in virtual immersive reality
Mahwish Mudassar, Arash Kalatian, Bilal Farooq
Level of emotional arousal of one's body changes in response to external stimuli in an environment. Given the risks involved while crossing streets, particularly at unsignalized mi…
Multi-task Recurrent Neural Networks to Simultaneously Infer Mode and Purpose in GPS Trajectories
Ali Yazdizadeh, Arash Kalatian, Zachary Patterson +1
Multi-task learning is assumed as a powerful inference method, specifically, where there is a considerable correlation between multiple tasks, predicting them in an unique framewor…
On the Initial Behavior Monitoring Issues in Federated Learning
Ranwa Al Mallah, Godwin Badu-Marfo, Bilal Farooq
In Federated Learning (FL), a group of workers participate to build a global model under the coordination of one node, the chief. Regarding the cybersecurity of FL, some attacks ai…
A Decentralized Shared CAV System Design and Application
Sayed Mehdi Meshkani, Bilal Farooq
In this study, we propose a novel heuristic two-step algorithm for shared ridehailing in which users can share their rides with only one more user. The algorithm, which is centrall…
A context-aware pedestrian trajectory prediction framework for automated vehicles
Arash Kalatian, Bilal Farooq
With the unprecedented shift towards automated urban environments in recent years, a new paradigm is required to study pedestrian behaviour. Studying pedestrian behaviour in futuri…
Demand for shared mobility to replace private mobility using connected and automated vehicles
Seyed Mehdi Meshkani, Shadi Djavadian, Bilal Farooq
We examine how introduction of Shared Connected and Automated vehicles (SCAVs) as a new mobility mode could affect travel demand, welfare, as well as traffic congestion in the netw…