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Abstract: Graph Neural Networks (GNNs) are proposed without considering the agnostic distribution shifts between training graphs and testing graphs, inducing the degeneration of the generalization ...

Knowledge graph provides a new way for knowledge management and is a more flexible knowledge management method. Considering the specific features of crop diseases and pest data, this paper analyzed ...

Inferring road graphs from satellite imagery is a challenging computer vision task. Prior solutions fall into two categories: (1) pixel-wise segmentation-based approaches, which predict whether each ...

Research conducted by Facts4EU showed that the previous Erasmus+ exchange was a one-way street when it came to migration flows. Erasmus+ was used by only 9,993 UK students in the pre-Covid year of ...

These graphs explain what has happened and point to a complex picture of what has gone right and wrong with the economy over the last three years. Milk, bread, chicken, fruit, eggs, cheese ...

The Plumb Club, a US-based jewellery trade association, surveyed 2,000 men and women aged 25-60 about their preferences. The study found that 74 per cent of consumers were open to receiving a ...

The Guardian recently published an investigation into what are described as ‘ghost stores’, bricks-and-mortar retail outlets promoted by online retailers that do not exist. Jeweller describes this ...