Accurate traffic flow forecasting is crucial for managing and planning urban transportation systems. Despite the widespread use of sequence modelling models like Long Short-Term Memory (LSTM) for this ...

Traffic flow prediction is one of the key research directions of intelligent transportation systems, and accurate traffic flow prediction can effectively reduce traffic congestion and improve road ...

Specifically, RPConvformer has an encoding-decoding structure, in the sequence embedding module we adopt causal 1Dconvolution for capturing the local correlation of time series, the encoder module is ...