Fig 1.
Schematic diagram of the shared bike connecting to the metro.
Fig 2.
Informer model structure diagram.
Fig 3.
Self-attentive distillation mechanism.
Fig 4.
Structural schematic diagram.
Fig 5.
STAGCN-LSTM-Informer model architecture.
Fig 6.
Inbound and outbound orders increased.
Fig 7.
(a) Order growth volume and growth rate, (b) Sensitivity analysis near 300 meters.
Table 1.
Identification result of connecting shared bike to metro.
Table 2.
Variance Inflation Factor (VIF) analysis for features.
Fig 8.
Correlation of meteorological features.
Fig 9.
Correlation feature scatter plot.
Table 3.
Comparative experimental performance evaluation.
Table 4.
Performance evaluation of ablation experiments.
Fig 10.
Prediction results of ablation experiments.
Table 5.
Comparison of model calculation efficiency.
Table 6.
Performance comparison on different test sets.
Fig 11.
The prediction results of the independent test set.