MetadatenAuthor: | Alfred UltschGND, Jörn LötschORCiDGND |
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URN: | urn:nbn:de:hebis:30:3-694741 |
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DOI: | https://doi.org/10.1186/s12859-022-04769-w |
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ISSN: | 1471-2105 |
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Parent Title (English): | BMC bioinformatics |
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Publisher: | BioMed Central , Springer |
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Place of publication: | London , Berlin ; Heidelberg |
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Document Type: | Article |
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Language: | English |
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Date of Publication (online): | 2022/06/16 |
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Date of first Publication: | 2022/06/16 |
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Publishing Institution: | Universitätsbibliothek Johann Christian Senckenberg |
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Release Date: | 2023/04/27 |
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Tag: | Biomedical informatics; Data preprocessing; Data science; Machine-learning |
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Volume: | 23 |
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Issue: | art. 233 |
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Article Number: | 233 |
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Page Number: | 18 |
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First Page: | 1 |
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Last Page: | 18 |
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Note: | Open Access funding enabled and organized by Projekt DEAL. |
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Note: | This work has been funded by the Landesoffensive zur Entwicklung wissenschaftlich-ökonomischer Exzellenz (LOEWE), LOEWE-Zentrum für Translationale Medizin und Pharmakologie (JL), in particular through the project “Reproducible cleaning of biomedical laboratory data using methods of visualization, error correction and transformation implemented as interactive R-notebooks” (JL).). |
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Note: | The “EDOtrans” R package is freely available at https://cran.r-project.org/package=EDOtrans. It contains the data sets used in this report and not elsewhere available as referenced. Results of the proof-of-concept study using PAM clustering instead of k-means, and results of the four experiments with the data sets of Gaussian mixtures, Iris flowers, FACS data and “Lsun”, using average or complete linkage instead of Ward’s linkage, are provided as Additional file 1: Figures. |
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HeBIS-PPN: | 508585422 |
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Institutes: | Medizin |
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Dewey Decimal Classification: | 0 Informatik, Informationswissenschaft, allgemeine Werke / 00 Informatik, Wissen, Systeme / 004 Datenverarbeitung; Informatik |
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| 5 Naturwissenschaften und Mathematik / 57 Biowissenschaften; Biologie / 570 Biowissenschaften; Biologie |
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| 6 Technik, Medizin, angewandte Wissenschaften / 61 Medizin und Gesundheit / 610 Medizin und Gesundheit |
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Sammlungen: | Universitätspublikationen |
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Licence (German): | Creative Commons - CC BY - Namensnennung 4.0 International |
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