Learning Spatial-Temporal Features of Ride-Hailing Services with Fusion Convolutional Networks

Table 2

Comparison of model structures.

Model	Block 1 (1–4 layers)	Block 2 (5–8 layers)	Block 3 (9-10 layers)	FCN architecture
LC-ST-FCN	3D convolution	2D convolution	Locally connected	Yes
LC-FCN	2D convolution	2D convolution	Locally connected	Yes
FCN	2D convolution	2D convolution	2D convolution	Yes
CNN	2D convolution	2D convolution	Fully connected	No