Majid Sarvi

Temporal pattern mining of urban traffic volume data: a pairwise hybrid clustering method

Iman Taheri Sarteshnizi, Majid Sarvi, Saeed Asadi Bagloee, Neema Nassir

Journal article  |  2023  |  TRANSPORTMETRICA B-TRANSPORT DYNAMICS

Multiple pattern analyses of traffic data have been conducted previously; however, it has yet to be explored with an awareness of ..

Intelligent vehicle pedestrian light (IVPL): A deep reinforcement learning approach for traffic signal control

M Yazdani, M Sarvi, S Asadi Bagloee, N Nassir, J Price, H Parineh

Journal article  |  2023  |  Transportation Research Part C: Emerging Technologies

Deep reinforcement learning (RL) has been widely studied in traffic signal control. Despite the promising results that indicate th..

How stair configurations in buildings affect pedestrian dynamics on stairs? A simulation study via an extended three-dimensional force-based model

Jianyu Wang, Jian Ma, Majid Sarvi, Tao Chen, Xiangmin Hu

Journal article  |  2023  |  SAFETY SCIENCE

Pedestrian movement on stairs is a complex three-dimensional dynamic process. However, previous models are inherently limited in t..

Safety assurance for automated driving systems that can adapt using machine learning: A qualitative interview study.

Stuart Ballingall, Majid Sarvi, Peter Sweatman

Journal article  |  2023  |  J Safety Res

INTRODUCTION: Automated Driving Systems (ADSs) present significant unresolved challenges for traditional safety assurance framewor..

A simulation study on prioritizing connected freight vehicles at intersections for traffic flow optimization (industrial paper)

H Xie, R Borovica-Gajic, E Tanin, S Karunasekera, U Gunarathna, G Oppy, M Sarvi

Conference Proceedings  |  2022  |  GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems

Due to the importance of road freight, there is a significant cost of delaying freight vehicles on the road. In this work, we focu..

Electric vehicle charging: it is not as simple as charging a smartphone (vision paper)

SN Basharzad, FM Choudhury, E Tanin, LLH Andrew, H Samet, M Sarvi

Conference Proceedings  |  2022  |  GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems

While the electric vehicle (EV) industry is facing some challenges concerning its refueling, its rapid growth in popularity is inc..

Pedestrian Origin-Destination Estimation Based on Multi-Camera Person Re-Identification

Yan Li, Majid Sarvi, Kourosh Khoshelham, Yuyang Zhang, Yazhen Jiang

Journal article  |  2022  |  SENSORS

Pedestrian origin-destination (O-D) estimates that record traffic flows between origins and destinations, are essential for the ma..

A Graph and Attentive Multi-Path Convolutional Network for Traffic Prediction

J Qi, Z Zhao, E Tanin, T Cui, N Nassir, M Sarvi

Journal article  |  2022  |  IEEE Transactions on Knowledge and Data Engineering

Traffic prediction is an important and yet highly challenging problem due to the complexity and constantly changing nature of traf..

How COVID-19 is Affecting Pedestrian Modeling and Simulation: The Case of Venice

Eduardo Espitia, Andrea Gorrini, Alessandro Vacca, Diego Deponte, Majid Sarvi

Journal article  |  2022  |  Transportation Research Record: Journal of the Transportation Research Board

The use of computer-based pedestrian crowd simulations has become crucial in transport planning considering the unprecedented effe..

Safety Assurance for Automated Driving Systems: Open Problems and Learnings from a Review of Other Domains

S Ballingall, M Sarvi, P Sweatman

Journal article  |  2022  |  SAE International Journal of Connected and Automated Vehicles

Automated Driving Systems (ADSs) for road vehicles will be capable of performing the entire Dynamic Driving Task (DDT) without the..