Literature DB >> 21737437

APCluster: an R package for affinity propagation clustering.

Ulrich Bodenhofer1, Andreas Kothmeier, Sepp Hochreiter.   

Abstract

SUMMARY: Affinity propagation (AP) clustering has recently gained increasing popularity in bioinformatics. AP clustering has the advantage that it allows for determining typical cluster members, the so-called exemplars. We provide an R implementation of this promising new clustering technique to account for the ubiquity of R in bioinformatics. This article introduces the package and presents an application from structural biology. AVAILABILITY: The R package apcluster is available via CRAN-The Comprehensive R Archive Network: http://cran.r-project.org/web/packages/apcluster CONTACT: apcluster@bioinf.jku.at; bodenhofer@bioinf.jku.at.

Mesh:

Year:  2011        PMID: 21737437     DOI: 10.1093/bioinformatics/btr406

Source DB:  PubMed          Journal:  Bioinformatics        ISSN: 1367-4803            Impact factor:   6.937


  103 in total

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Journal:  Placenta       Date:  2017-12-07       Impact factor: 3.481

4.  Developmental and functional heterogeneity of white adipocytes within a single fat depot.

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5.  Identification of context-dependent expression quantitative trait loci in whole blood.

Authors:  Daria V Zhernakova; Patrick Deelen; Martijn Vermaat; Maarten van Iterson; Michiel van Galen; Wibowo Arindrarto; Peter van 't Hof; Hailiang Mei; Freerk van Dijk; Harm-Jan Westra; Marc Jan Bonder; Jeroen van Rooij; Marijn Verkerk; P Mila Jhamai; Matthijs Moed; Szymon M Kielbasa; Jan Bot; Irene Nooren; René Pool; Jenny van Dongen; Jouke J Hottenga; Coen D A Stehouwer; Carla J H van der Kallen; Casper G Schalkwijk; Alexandra Zhernakova; Yang Li; Ettje F Tigchelaar; Niek de Klein; Marian Beekman; Joris Deelen; Diana van Heemst; Leonard H van den Berg; Albert Hofman; André G Uitterlinden; Marleen M J van Greevenbroek; Jan H Veldink; Dorret I Boomsma; Cornelia M van Duijn; Cisca Wijmenga; P Eline Slagboom; Morris A Swertz; Aaron Isaacs; Joyce B J van Meurs; Rick Jansen; Bastiaan T Heijmans; Peter A C 't Hoen; Lude Franke
Journal:  Nat Genet       Date:  2016-12-05       Impact factor: 38.330

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Journal:  Bioinformatics       Date:  2016-06-10       Impact factor: 6.937

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Journal:  Nat Neurosci       Date:  2017-12-04       Impact factor: 24.884

9.  Distinct Gene Expression Profiles Define Anaplastic Grade in Retinoblastoma.

Authors:  Lauren E Hudson; Pia Mendoza; William H Hudson; Alison Ziesel; G Baker Hubbard; Jill Wells; Bhakti Dwivedi; Jeanne Kowalski; Sandra Seby; Viren Patel; Eldon Geisert; Charles Specht; Hans E Grossniklaus
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10.  Synergistically acting agonists and antagonists of G protein-coupled receptors prevent photoreceptor cell degeneration.

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Journal:  Sci Signal       Date:  2016-07-26       Impact factor: 8.192

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