no code implementations • 18 Dec 2019 • Mustafa Coskun, Burcu Bakir Gungor, Mehmet Koyuturk
However, these approaches ignore the tendency of the network diffusion methods in biasing proximity with centrality, resulting in the propagation of labels to the nodes that are well-connected in the graph.
no code implementations • 13 Dec 2019 • Mustafa Coskun, Abdelkader Baggag, Mehmet Koyuturk
We also show that this acceleration in the computation of Katz index can be used to drastically improve the efficiency of processing link prediction queries in very large networks.
1 code implementation • 7 Nov 2019 • Mustafa Coskun
While the GCNs have been successfully applied to this problem, some caveats inherited from classical deep learning still remain as open research topics in the context of the node classification problem.