Accepted papers and manuscripts. Each entry keeps the PDF next to a short description.
Guy Tordjman and Nadav Voloch
DSTRA-GNN predicts ETA with a vehicle-centered dynamic graph and explicit route awareness, cutting error on SUMO and Porto taxi data versus static-graph baselines.
Guy Tordjman and Nadav Voloch
Traffic-DSTG-Gen and TrafficLab generate route-aware dynamic graphs from SUMO and evaluate dynamic GNN ETA models in a live testing environment.
Guy Tordjman and Nadav Voloch
A toolchain that turns SUMO simulations and real trajectories into the same route-aware dynamic graph representation, plus a web tester for ETA models.
Nadav Voloch, Neev Penkar, and Guy Tordjman
A smart real-time estimation method that uses predicted future congestion in simulation to improve ETA over static Dijkstra routing.