Saeed Asadi Bagloee

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..

Data-driven evaluation model of safety risks at signalised intersection

LokSang Chan, Neema Nassir, saeed Asadi Bagloee, Majid Sarvi, Mobin Yazdani

Conference Proceedings  |  2022  |  Australasian Transport Research Forum 2022 Proceedings

Near future safety risk evaluation is a critical step towards adaptive traffic safe operation at a smart intersection. This paper ..

Artificial Intelligence Tests for Certification of Autonomous Vehicles

Hussein Dia, Richard Tay, Ryszard Kowalczyk, Saeed Bagloee, Eleni Vlahogianni, Andy Song

Journal article  |  2021  |  Academia Letters

Network-Wide Traffic State Estimation and Rolling Horizon-Based Signal Control Optimization in a Connected Vehicle Environment

Azadeh Emami, Majid Sarvi, Saeed Asadi Bagloee

Journal article  |  2021  |  IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

This paper presents an innovative method to adaptively optimize traffic signal plans based on the estimation of traffic situation ..

Blockchain: The operating system of smart cities

Saeed Asadi Bagloee, Mitra Heshmati, Hussein Dia, Hadi Ghaderi, Chris Pettit, Mohsen Asadi

Journal article  |  2021  |  CITIES

Blockchain is an emerging technology expected to unleash disruptive and transformational forces in many fields. As a decentralized..

Technology-Led Disruptions and Innovations: The Trends Transforming Urban Mobility

Hussein Dia, Saeed Bagloee, Hadi Ghaderi

Book Chapter  |  2021

Short-term traffic flow prediction based on faded memory Kalman Filter fusing data from connected vehicles and Bluetooth sensors

A Emami, M Sarvi, SA Bagloee

Journal article  |  2020  |  Simulation Modelling Practice and Theory

This paper proposes a Kalman Filter (KF) technique to predict the short-term flow at urban arterials based on the information of c..

A review of the critical elements and development of real-world connected vehicle testbeds around the world

Azadeh Emami, Majid Sarvi, Saeed Asadi Bagloee

Journal article  |  2020  |  TRANSPORTATION LETTERS-THE INTERNATIONAL JOURNAL OF TRANSPORTATION RESEARCH

Concerning the critical role of Intelligent Transportation System (ITS) in tackling the problem of traffic congestion, and enhanci..

Technology-Led Disruptions and Innovations: The Trends Transforming Urban Mobility

Hussein Dia, Saeed Bagloee, Hadi Ghaderi

Book Chapter  |  2020