Abstract: We investigate graph convolution networks with efficient learning from higher-order graph convolutions and direct learning from adjacency matrices for node classification. We revisit the ...

Abstract: As a typical spatiotemporal series prediction task, traffic flow prediction has found wide application in intelligent transportation systems (ITS). Despite some progress, several unresolved ...

This directory contains a demonstration version of the program P.C. Convolution. This program executes on most DOS machines and graphically demonstrates the convolution operation. It is useful in ...