As urban populations expand and travel needs change, traditional traffic systems are struggling to keep pace. Congestion, safety concerns, and limited mobility options are pressing challenges that ...

Traffic flow prediction is widely used in traffic control, resource scheduling platforms, and intelligent transportation systems (ITS) due to the complexity and dramatic increase in the size of the ...