@inproceedings{Ritchie2016BeyondCM, title={Beyond clustering: mean-field dynamics on networks with arbitrary subgraph composition}, author={Martin Ritchie and Luc Berthouze and Istvan Z. Kiss}, booktitle={Journal of mathematical biology}, year={2016} }

- Published 2016 in Journal of mathematical biology
DOI:10.1007/s00285-015-0884-1

Clustering is the propensity of nodes that share a common neighbour to be connected. It is ubiquitous in many networks but poses many modelling challenges. Clustering typically manifests itself by a higher than expected frequency of triangles, and this has led to the principle of constructing networks from such building blocks. This approach has been generalised to networks being constructed from a set of more exotic subgraphs. As long as these are fully connected, it is then possible to derive… CONTINUE READING