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Simultaneous feature selection and outlier detection with optimality guarantees

Biomedical research is increasingly data rich, with studies comprising ever growing numbers of features. The larger a study, the higher the likelihood that a substantial portion of the features may be redundant and/or contain contamination (outlying values). This poses serious challenges, which are...

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Detalles Bibliográficos
Autores principales: Insolia, Luca, Kenney, Ana, Chiaromonte, Francesca, Felici, Giovanni
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10286774/
https://www.ncbi.nlm.nih.gov/pubmed/34437713
http://dx.doi.org/10.1111/biom.13553