Research output per year
Research output per year
Search results
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Analysis of Stochasticity and Heterogeneity of Car-Following Behavior Based on Data-Driven Modeling
Shiomi, Y., Li, G. & Knoop, V. L., 2023, In: Transportation Research Record. 2677, 12, p. 604-619 16 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile23 Downloads (Pure) -
Continual driver behaviour learning for connected vehicles and intelligent transportation systems: Framework, survey and challenges
Li, Z., Gong, C., Lin, Y., Li, G., Wang, X., Lu, C., Wang, M., Chen, S. & Gong, J., 2023, In: Green Energy and Intelligent Transportation. 2, 4, 12 p., 100103.Research output: Contribution to journal › Review article › peer-review
Open AccessFile9 Citations (Scopus)26 Downloads (Pure) -
Dynamic Graph Filters Networks: A Gray-box Model for Multistep Traffic Forecasting
Li, G., Knoop, V. L. & van Lint, H., 2020, 2020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC). IEEE, 6 p. 9294627. (2020 IEEE 23rd International Conference on Intelligent Transportation Systems, ITSC 2020).Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
Open AccessFile2 Citations (Scopus)30 Downloads (Pure) -
Estimate the limit of predictability in short-term traffic forecasting: An entropy-based approach
Li, G., Knoop, V. L. & van Lint, H., 2022, In: Transportation Research Part C: Emerging Technologies. 138, 18 p., 103607.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile42 Downloads (Pure) -
How predictable are macroscopic traffic states: a perspective of uncertainty quantification
Li, G., Knoop, V. L. & van Lint, H., 2024, In: Transportmetrica B: Transport Dynamics. 12, 1, 24 p., 2314766.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile25 Downloads (Pure) -
Large Car-following Data Based on Lyft level-5 Open Dataset: Following Autonomous Vehicles vs. Human-driven Vehicles
Li, G., Jiao, Y., Knoop, V. L., Calvert, S. C. & van Lint, J. W. C., 2023, p. 5818-5823. 6 p.Research output: Contribution to conference › Paper › peer-review
Open AccessFile13 Downloads (Pure) -
Multistep traffic forecasting by dynamic graph convolution: Interpretations of real-time spatial correlations
Li, G., Knoop, V. L. & van Lint, J. W. C., 2021, In: Transportation Research. Part C: Emerging Technologies. 128, p. 1-16 16 p., 103185.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile27 Citations (Scopus)75 Downloads (Pure) -
Uncertainty Quantification and Predictability Analysis for Traffic Forecasting at Multiple Scales
Li, G., 2023, 168 p.Research output: Thesis › Dissertation (TU Delft)
Open AccessFile28 Downloads (Pure)