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Improved visualization of high-dimensional data using the distance-of-distance transformation

Dimensionality reduction tools like t-SNE and UMAP are widely used for high-dimensional data analysis. For instance, these tools are applied in biology to describe spiking patterns of neuronal populations or the genetic profiles of different cell types. Here, we show that when data include noise poi...

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Detalles Bibliográficos
Autores principales: Liu, Jinke, Vinck, Martin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9812310/
https://www.ncbi.nlm.nih.gov/pubmed/36538561
http://dx.doi.org/10.1371/journal.pcbi.1010764

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