Efficient Cloud-Sourced Transport Mode Detection Using Trajectory Data: A Semi-Supervised Asynchronous Federated Learning Approach.
IEEE Internet Things J., May, 2025
Visual comparative analytics of multimodal transportation.
Vis. Informatics, 2025
Traffic resilience quantification based on macroscopic fundamental diagrams and analysis using topological attributes.
Reliab. Eng. Syst. Saf., 2024
Robust Two-Stage Transport Data Imputation with Changepoint Detection and Tucker Decomposition.
Proceedings of the 26th IEEE International Conference on Intelligent Transportation Systems, 2023
Similarity-based Feature Extraction for Large-scale Sparse Traffic Forecasting.
CoRR, 2022
Traffic4cast at NeurIPS 2022 – Predict Dynamics along Graph Edges from Sparse Node Data: Whole City Traffic and ETA from Stationary Vehicle Detectors.
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Proceedings of the NeurIPS 2022 Competition Track, 2021
Crash risk analysis for the mixed traffic flow with human-driven and connected and autonomous vehicles.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021