Dr Iman Taheri Sarteshnizi
Research Fellow, Transport
Department of Infrastructure Engineering
12 Scholarly works
0 Projects
HIGHLIGHTS
2026
Journal article
Evolving research directions toward practical bridge health monitoring with streaming data
DOI: 10.1016/j.iintel.2026.1002262026
Journal article
On the applicability of time series anomaly detection methods to real-world traffic volume data
DOI: 10.1016/j.trc.2026.1055362026
Book Chapter
Key Applications of AI and Spatiotemporal Urban Traffic Data in Intelligent Transport Systems: An Overview
DOI: 10.1201/9781003638308-352026
Journal article
Scales and inventories in traffic psychology
DOI: 10.1016/j.trf.2026.1035412024
Journal article
Sensitivity analysis of driving event classification using smartphone motion data: case of classifier type, sensor bundling, and data acquisition rate
DOI: 10.1080/15472450.2022.21400482024
Journal article
A robust machine learning structure for driving events recognition using smartphone motion sensors
DOI: 10.1080/15472450.2022.21011092024
Thesis / Dissertation
Anomaly detection in urban traffic time series data
RECENT SCHOLARLY WORKS
2023
Journal article
Traffic Anomaly Detection: Exploiting Temporal Positioning of Flow-Density Samples
DOI: 10.1109/tits.2023.33226952023
Conference Proceedings
Lightweight traffic anomaly detection: A case study with SCATS volume data of Melbourne
2023
Journal article
Temporal pattern mining of urban traffic volume data: a pairwise hybrid clustering method
DOI: 10.1080/21680566.2023.2185496