2025
DualCast: A Model to Disentangle Aperiodic Events from Traffic Series
IJCAI 2025
Traffic forecasting is crucial for transportation systems optimisation. Current models minimise the mean forecasting errors, often favouring periodic events prevalent in the training data, while overlooking critical aperiodic ones like traffic incidents. To address this, we propose DualCast, a dual-