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
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 . Furthermore, strong correlation between these measures occur on real-world graphs , so that using them to distinguish arbitrary graphs is difficult ...