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KMD clustering: robust general-purpose clustering of biological data

The noisy and high-dimensional nature of biological data has spawned advanced clustering algorithms that are tailored for specific biological datatypes. However, the performance of such methods varies greatly between datasets and they require post hoc tuning of cryptic hyperparameters. We present k...

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Detalles Bibliográficos
Autores principales: Zelig, Aviv, Kariti, Hagai, Kaplan, Noam
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10622433/
https://www.ncbi.nlm.nih.gov/pubmed/37919399
http://dx.doi.org/10.1038/s42003-023-05480-z