一种考虑时空关联的深度学习短时交通流预测方法

张阳, 胡月, 辛东嵘

A deep learning short-term traffic flow prediction method considering spatial-temporal association

Yang ZHANG, Yue HU, Dongrong XIN

表4 周末预测结果对比

评价指标 S-LSTM-CNN IWPA-LSTM DBN-SVR MAE 24.362 32.372 39.891 MRE 12.35% 16.93% 20.45% RMSE 36.273 8 46.129 52.431