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Optimal distribution-preserving downsampling of large biomedical data sets (opdisDownsampling)

MOTIVATION: The size of today’s biomedical data sets pushes computer equipment to its limits, even for seemingly standard analysis tasks such as data projection or clustering. Reducing large biomedical data by downsampling is therefore a common early step in data processing, often performed as rando...

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Detalles Bibliográficos
Autores principales: Lötsch, Jörn, Malkusch, Sebastian, Ultsch, Alfred
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8341664/
https://www.ncbi.nlm.nih.gov/pubmed/34352006
http://dx.doi.org/10.1371/journal.pone.0255838