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论文笔记--Inductive Graph Neural Networks for Spatiotemporal Kriging

Inductive Graph Neural Networks for Spatiotemporal Kriging(AAAI 21) Summary 在交通中kriging问题（恢复未采样位置/传感器的信号），大多数现有的可扩展Kriging方法(例如，矩阵/张量补全)是直推式学习（tra...

2021-10-07

0 836

论文笔记--Hierarchical Graph Convolution Networks for Traffic Forecasting

Hierarchical Graph Convolution Networks for Traffic Forecasting (AAAI 21) Summary 作者提出了一种新的层次图卷积网络(HGCN)，通过操作微观和宏观交通图进行交通预测。 Problem Definition ...

2021-10-07

0 1448

论文笔记--Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting

Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (AAAI 19) Summary 作者提出ASTGCN的主要由三个独立组件组成，分别对交通流的三种节奏特性(...

2021-10-07

0 515