Dr Iman Taheri Sarteshnizi
Research Fellow, Transport
Department of Infrastructure Engineering
9 Scholarly works
0 Projects
HIGHLIGHTS
2026
Journal article
On the applicability of time series anomaly detection methods to real-world traffic volume data
DOI: 10.1016/j.trc.2026.1055362024
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
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
RECENT SCHOLARLY WORKS
2022
Journal article
A GPS-based Algorithm for Brake and Turn Detection
DOI: 10.1007/s13177-022-00301-92022
Conference Proceedings
Abnormality Detection in Urban Traffic Data: A Review