Neema Nassir

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..

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..

Abnormality Detection in Urban Traffic Data: A Review

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

Conference Proceedings  |  2022  |  Australasian Transport Research Forum 2022 Proceedings

Anomalous data is called to a data sample or a sequence of data that significantly differs from the others. Accurately and on-time..

Evaluating initiatives for improvement of urban freight deliveries: A case study of Sydney metropolitan area

Seyed Sina Mohri, Anshul Vijay, Masoud Kahalimoghadam, Michael Stokoe, Neema Nassir, Russell Thompson

Conference Proceedings  |  2022  |  Australasian Transport Research Forum 2022 Proceedings

City logistics involves diverse stakeholders and faces ongoing challenges. Implementation of initiatives that are acceptable to al..

Considerations for Expediting Road Safety Benefits with the Deployment of Vehicle Communication Technologies

Neema Nassir, Jessica Tong, Patricia Sauri Lavieri, Stacey Ryan, Peter Sweatman, Susan Harris, Majid Sarvi

Conference Proceedings  |  2022  |  Australasian Transport Research Forum 2022 Proceedings

Communication technologies are enabling the introduction of connected vehicles and have the potential to improve road safety outco..

Developing a shopping destination choice model for people living in Metropolitan Melbourne

Annitta Lin, Yifang Chen, Dale Wines, Neema Nassir

Conference Proceedings  |  2022  |  Australasian Transport Research Forum 2022 Proceedings

One key factor to assist effective infrastructure and urban planning is to better understand the travel demands and the impact fro..

Public transport bunching: A critical review with focus on methods and findings for implications for policy and future research

Mustafa Rezazada, Neema Nassir, Egemen Tanin

Conference Proceedings  |  2022  |  Australasian Transport Research Forum 2022 Proceedings

Bunching affects both public transport users and operators adversely. It increases waiting time at stops and onboard, reduces trav..

Investigating into public transport fare noninteractions using large-scale automatically collected data

Tianwei Yin, Neema Nassir, Joseph Leong, Egemen Tanin, Majid Sarvi

Conference Proceedings  |  2022  |  Australasian Transport Research Forum 2022 Proceedings

Fare card data provides an unprecedented opportunity to monitor day-to-day variability of travel demand and its responses to servi..

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 ..