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Hi thanks for your question! We find that some nodes in the WikiCS do not have incoming edges. Therefore we slightly change the computation from edge centrality to removal weights as follows π _π = log(π€_π + 1) to avoid zero values when there are no incoming edges in directed graphs. Empicially we find that such a modification has no obvious impact to the performance. We will upload a new version to arXiv very soon.
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