Chen-Yu Ling

Jointly predicting secondary crash occurrence and spatiotemporal location via generative adversarial networks under data imbalance.

Secondary crashes, occurring within the spatiotemporal impact area of primary crashes, tend to exacerbate delays and contribute to further injuries. Existing studies typically model the occurrence or spatiotemporal location (i.e., time gap and distance gap from the primary crash) of secondary crashes separately. Howeve...