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Hierarchical Information Clustering by Means of Topologically Embedded Graphs

We introduce a graph-theoretic approach to extract clusters and hierarchies in complex data-sets in an unsupervised and deterministic manner, without the use of any prior information. This is achieved by building topologically embedded networks containing the subset of most significant links and ana...

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Autori principali: Song, Won-Min, Di Matteo, T., Aste, Tomaso
Natura: Artigo
Lingua:Inglês
Pubblicazione: Public Library of Science 2012
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC3302882/
https://ncbi.nlm.nih.gov/pubmed/22427814
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0031929
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