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Tensor Spectral Clustering for Partitioning Higher-order Network Structures
Spectral graph theory-based methods represent an important class of tools for studying the structure of networks. Spectral methods are based on a first-order Markov chain derived from a random walk on the graph and thus they cannot take advantage of important higher-order network substructures such...
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| Udgivet i: | Proc SIAM Int Conf Data Min |
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| Main Authors: | , , |
| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
2015
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| Fag: | |
| Online adgang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5089081/ https://ncbi.nlm.nih.gov/pubmed/27812399 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1137/1.9781611974010.14 |
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