Robust classification using average correlations as features (ACF)

MOTIVATION: In single-cell transcriptomics and other omics technologies, large fractions of missing values commonly occur. Researchers often either consider only those features that were measured for each instance of their dataset, thereby accepting severe loss of information, or use imputation whic...

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Detalles Bibliográficos
Autores principales: Schumann, Yannis, Neumann, Julia E., Neumann, Philipp
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10026437/
https://www.ncbi.nlm.nih.gov/pubmed/36941542
http://dx.doi.org/10.1186/s12859-023-05224-0

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10026437/
https://www.ncbi.nlm.nih.gov/pubmed/36941542
http://dx.doi.org/10.1186/s12859-023-05224-0

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