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Multilevel Compression Of Random Walks On Networks Reveals Hierarchical Organization In Large Integrated Systems

PLOS ONE, no. 4 (2011): e18209-e18209

引用：375|浏览12

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pubmed.ncbi.nlm.nih.gov dblp.uni-trier.de academic.microsoft.com arxiv.org

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biological networksocial scienceintegrable systemhierarchical clusteringsearch algorithm更多(1+)

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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 of a random walker as a proxy for real ...更多

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