Fast and interpretable consensus clustering via minipatch learning

Consensus clustering has been widely used in bioinformatics and other applications to improve the accuracy, stability and reliability of clustering results. This approach ensembles cluster co-occurrences from multiple clustering runs on subsampled observations. For application to large-scale bioinfo...

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Detalles Bibliográficos
Autores principales: Gan, Luqin, Allen, Genevera I.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9560608/
https://www.ncbi.nlm.nih.gov/pubmed/36191044
http://dx.doi.org/10.1371/journal.pcbi.1010577

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9560608/
https://www.ncbi.nlm.nih.gov/pubmed/36191044
http://dx.doi.org/10.1371/journal.pcbi.1010577

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