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Jan, 2024
预测动态图的结构
Predicting the structure of dynamic graphs
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Sevvandi Kandanaarachchi
TL;DR
本文介绍了一种基于时序方法和通量平衡分析的方法,用于预测未来时间点的图结构,并在合成和实际数据集上验证了其效用和适用性。
Abstract
dynamic graph embeddings
, inductive and
incremental learning
facilitate predictive tasks such as node classification and link prediction. However, predicting the structure of a graph at a future time step from a
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