IEEE

Enhancing Formation Analysis Using Multi-layer Graph Convolutional Neural Networks and ...

Abstract: We have previously proposed a formation analysis method using multi-layer graph convolutional neural networks with geometric formation features as input. In addition, this analysis method ...
IEEE

On the Problem of Traffic Forecasting Using Graph Neural Networks and Dynamic Adjacency Matrix

Abstract: Accurate short-term traffic flow forecasting is essential for intelligent transportation systems (ITS) and urban operations. However, most graph neural network (GNN) approaches rely on ...