Higher-order motif analysis in hypergraphs
Recent research has shown that pair interactions in a given network are superseded by higher-order interactions and to incorporate these features into our understanding of a network additional mathematical tools, such as hypergraphs, are required. Here, the authors develop an algorithm to detect mot...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2022-04-01
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| Series: | Communications Physics |
| Online Access: | https://doi.org/10.1038/s42005-022-00858-7 |
| Summary: | Recent research has shown that pair interactions in a given network are superseded by higher-order interactions and to incorporate these features into our understanding of a network additional mathematical tools, such as hypergraphs, are required. Here, the authors develop an algorithm to detect motifs in hypergraphs and show how they can be used to identify structural differences in a variety of real-world systems. |
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| ISSN: | 2399-3650 |