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Journal of Advanced Transportation
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Journal of Advanced Transportation
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2024
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Article
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Tab 4
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Research Article
Attention Mechanism with Spatial-Temporal Joint Deep Learning Model for the Forecasting of Short-Term Passenger Flow Distribution at the Railway Station
Table 4
Comparison of GCN and DeepWalk-based method prediction errors for different parameters.
ā
Method
RMSE
1
ST-Bi-LSTM
6.605
2
GCN
2
-Bi-LSTM (16)
6.755
3
GCN
2
-Bi-LSTM (32)
6.617
4
GCN
2
-Bi-LSTM (64)
7.061
5
GCN
2
-Bi-LSTM (96)
6.645
6
GCN
2
-Bi-LSTM (128)
7.033
7
GCN
3
-Bi-LSTM (16)
6.477
8
GCN
3
-Bi-LSTM (32)
6.420
9
GCN
3
-Bi-LSTM (64)
7.007
10
GCN
3
-Bi-LSTM (96)
7.020
11
GCN
3
-Bi-LSTM (128)
6.627