Abstract: Attributed graphs are widely used in many application domains, for example to model social networks. An attributed graph is a graph in which vertices and edges may have types and other ...

to anomaly detection on attributed graphs. Extensive experiments on eight real-life graph datasets demonstrate the effectiveness of ComGA. The toy example is a Twitter graph with different types of ...

Hence, market segmentation becomes the problem of community detection over attributed graphs, where the communities are formed ... the more likely an advertising campaign, for example, will be ...

Extensive experiments also are conducted to verify the rationality of attributed graph and offer insights into how the representations benefit from such graph learning. Organizing user behaviors ...

The classification of a given node in the attributed multiplex network must consider ... graph networks but can naturally model using multiplex graph networks to describe different links. For example, ...