Comparison of classical graph algorithms against GNNs (GCN, GraphSAGE, GAE, DGI) across community detection, link prediction, and role discovery tasks on citation and social networks. Developed for the Network Science course @FEUP/FCUP.
Algorithm for optimal set of roles from RBAC model
Datasets, scripts, and results of the paper The Social Network of the Holy Land
Analysis of public transportation systems using network science.
A PyTorch implementation of the RolX (Role eXtraction) algorithm for role discovery in graphs
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