Distil the informative essence of loop detector data set: Is network-level traffic forecasting hungry for more data?

1 code implementation • 31 Oct 2023 • Guopeng Li, Victor L. Knoop, J. W. C., van Lint

To answer this, we propose an uncertainty-aware traffic forecasting framework to explore how many samples of loop data are truly effective for training forecasting models.

Uncertainty Quantification