Identifying robust communities and multi-community nodes by combining top-down and bottom-up approaches to clustering

Biological functions are carried out by groups of interacting molecules, cells or tissues, known as communities. Membership in these communities may overlap when biological components are involved in multiple functions. However, traditional clustering methods detect non-overlapping communities. Thes...

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Détails bibliographiques
Publié dans:Sci Rep
Auteurs principaux: Gaiteri, Chris, Chen, Mingming, Szymanski, Boleslaw, Kuzmin, Konstantin, Xie, Jierui, Lee, Changkyu, Blanche, Timothy, Chaibub Neto, Elias, Huang, Su-Chun, Grabowski, Thomas, Madhyastha, Tara, Komashko, Vitalina
Format: Artigo
Langue:Inglês
Publié: Nature Publishing Group 2015
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Article
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC4637843/
https://ncbi.nlm.nih.gov/pubmed/26549511
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/srep16361
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