Discriminating graphs through spectral projections

This source preferred by Damien Fay

Authors: Fay, D., Haddadi, H., Uhlig, S., Kilmartin, L., Moore, A.W., Kunegis, J. and Iliofotou, M.

Journal: Computer Networks

Volume: 55

Issue: 15

Pages: 3458-3468

This paper proposes a novel non-parametric technique for clustering networks based on their structure. Many topological measures have been introduced in the literature to characterize topological properties of networks. These measures provide meaningful information about the structural properties of a network, but many networks share similar values of a given measure [1]. Furthermore, strong correlation between these measures occur on real-world graphs [2], so that using them to distinguish arbitrary graphs is difficult ...

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