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Fuzzy Information Discrimination Measures and Their Application to Low Dimensional Embedding Construction in the UMAP Algorithm

Dimensionality reduction techniques are often used by researchers in order to make high dimensional data easier to interpret visually, as data visualization is only possible in low dimensional spaces. Recent research in nonlinear dimensionality reduction introduced many effective algorithms, includi...

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Detalles Bibliográficos
Autores principales: Demidova, Liliya A., Gorchakov, Artyom V.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9028155/
https://www.ncbi.nlm.nih.gov/pubmed/35448241
http://dx.doi.org/10.3390/jimaging8040113