Research Article

[Retracted] CNN-GRU-AM for Shared Bicycles Demand Forecasting

Table 12

Experimental results of three datasets on the benchmark model.

ModelLonggang Central CityPingshan StreetZhaoshang Street
RMSEMAEMAPERMSEMAEMAPERMSEMAEMAPE

HA40.0129.09171.1420.9416.9928.2743.7829.7577.79
ARIAM32.1623.06136.6317.5913.8223.0334.9923.8962.33
LSTM36.9227.44161.0620.1316.3326.8438.0325.7071.74
ASTRCNs26.2616.6169.7416.0111.8716.6734.1123.1941.44
CNN-GRU-AM26.9616.6749.5614.0210.3614.1531.1320.7739.01