Isomorphisms in Multilayer Networks
@article{Kivel2018IsomorphismsIM, title={Isomorphisms in Multilayer Networks}, author={Mikko Kivel{\"a} and M. Porter}, journal={IEEE Transactions on Network Science and Engineering}, year={2018}, volume={5}, pages={198-211} }
We extend the concept of graph isomorphisms to multilayer networks with any number of “aspects” (i.e., types of layering). In developing this generalization, we identify multiple types of isomorphisms. For example, in multilayer networks with a single aspect, permuting vertex labels, layer labels, and both vertex labels and layer labels each yield different isomorphism relations between multilayer networks. Multilayer network isomorphisms lead naturally to defining isomorphisms in any of the… CONTINUE READING
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References
SHOWING 1-10 OF 77 REFERENCES
Community detection in temporal multilayer networks, and its application to correlation networks
- Physics, Computer Science
- ArXiv
- 2014
- 29
- PDF
A local perspective on community structure in multilayer networks
- Mathematics, Computer Science
- Netw. Sci.
- 2017
- 36
- PDF
Community Detection in Temporal Multilayer Networks, with an Application to Correlation Networks
- Mathematics, Computer Science
- Multiscale Model. Simul.
- 2016
- 128
- PDF
Community Structure in Time-Dependent, Multiscale, and Multiplex Networks
- Computer Science, Physics
- Science
- 2010
- 1,416
- PDF