In the field of communication network management, graph-based simulations using network topology models represented as graphs are widely adopted. In graph-based simulations, because there is a limited ...

This a package for converting timeseries to graph using three different method which are natural visibility graph, horizontal visibility graph and quantile graph this three methods are come from the ...

To run the code, the Python file named "main0_all_img.py" should be run. The outputs are 1) an image showing the crack pattern with the graph representation overlayed on the crack pattern in a .svg ...

Existing methods for this conversion often lack a generic, straightforward approach with unrestrictive assumptions that can directly apply GNNs to tabular data for downstream tasks. In this paper, we ...