Research Article

Spatiotemporal DeepWalk Gated Recurrent Neural Network: A Deep Learning Framework for Traffic Learning and Forecasting

Table 1

The details for PeMSD4, PeMSD8, and PEMS-BAY.

PeMSD4PeMSD8PeMS-BAY

#Nodes307170325
#Edges3402952369
#Time steps169921785652116
Time span2018/1–2018/22016/7–2016/82017/1–2017/6
Time interval5 mins
Daily range0 : 00–24 : 00