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Multilevel Compression of Random Walks on Networks Reveals Hierarchical Organization in Large Integrated Systems
To comprehend the hierarchical organization of large integrated systems, we introduce the hierarchical map equation, which reveals multilevel structures in networks. In this information-theoretic approach, we exploit the duality between compression and pattern detection; by compressing a description...
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| Main Authors: | , |
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| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
Public Library of Science
2011
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| Fag: | |
| Online adgang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3072965/ https://ncbi.nlm.nih.gov/pubmed/21494658 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0018209 |
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