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Jun 1, 2015 · Abstract:We extend the concept of graph isomorphisms to multilayer networks with any number of "aspects" (i.e., types of layering).
Sep 11, 2018 · Abstract—We extend the concept of graph isomorphisms to multilayer networks with any number of “aspects” (i.e., types of layering).
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It is found that multilayer motifs in social networks are more homogeneous across layers, indicating that different types of social relationships are ...
We discuss how multilayer network isomorphisms naturally lead to defining isomorphisms in any type of network that can be represented as a multilayer network.
pymnet can deal with generalized graph isomorphisms introduced in this article. This tutorial introduces the basic multilayer-network isomorphism functionality ...
Mar 31, 2022 · Then, we extend this definition to multilayer networks by incorporating multilayer network isomorphisms in place of graph isomorphisms. Then ...
Multilevel networks are completely equivalent (isomorphic) to multidimensional networks by considering a dimension d in conjunction with the equivalent slice S ...
Dec 10, 2024 · For example, MuxViz contains operators for dynamics and various network metrics, Pymnet implements operators for isomorphisms and multiple ...
Jun 13, 2024 · It uses a Graph Isomorphism Network (GIN) for the representative learning of node features, that uses for processing the embeddings and ...
Jul 14, 2014 · In this paper, we discuss the history of multilayer networks (and related concepts) and review the exploding body of work on such networks.