Dr Saeed Asadi Bagloee
Senior Research Fellow in Transport Engineering
Department of Infrastructure Engineering
81 Scholarly works
2 Projects
HIGHLIGHTS
2026
Journal article
A lightweight hybrid machine and deep learning framework via contrastive learning for audio-based multiclass vehicle counting
DOI: 10.1016/j.trc.2026.1056312026
Journal article
On the applicability of time series anomaly detection methods to real-world traffic volume data
DOI: 10.1016/j.trc.2026.1055362026
Journal article
CentralityPool: Centrality-Aware Hierarchical Graph Pooling
DOI: 10.1109/TNSE.2025.35831192025
Journal article
MELAUDIS: A Large-Scale Benchmark Acoustic Dataset For Intelligent Transportation Systems Research
DOI: 10.1038/s41597-025-04689-32025
Conference Proceedings
Evaluating Important Nodes in Transportation Networks Using Graph Neural Networks and Communicability Centrality
DOI: 10.1109/itsc60802.2025.114235312023
Research contracts (non-grants)
AI Optimisation for Corridor Performance
2023
Research grants (ARC, NHMRC, MRFF)
Predictive Analytics and Real-Time Traffic Control for Urban Corridors
RECENT SCHOLARLY WORKS
2025
Conference Proceedings
Mamba-Byte-Traffic: Token-Free Byte-Level Traffic Flow Prediction With Selective State-Space Model
DOI: 10.1109/itsc60802.2025.114235352025
Conference Proceedings
High-Accuracy Audio-based Vehicle Detection: Deep Learning vs Machine Learning
DOI: 10.1109/itsc60802.2025.114230262025
Journal article
Acoustic Sensors and Audio Signal Processing in Intelligent Transportation Systems: A Survey
DOI: 10.1109/TIV.2024.34764752025
Conference Proceedings
Multi-Scale Node Neighborhood Aggregation Via Graph Coarsening and Transformer
DOI: 10.1109/IJCNN64981.2025.112289402025
Journal article
Landformer: years ahead long-term traffic forecasting with land use information
DOI: 10.1080/23249935.2025.2565379