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A Projection and Density Estimation Method for Knowledge Discovery

A key ingredient to modern data analysis is probability density estimation. However, it is well known that the curse of dimensionality prevents a proper estimation of densities in high dimensions. The problem is typically circumvented by using a fixed set of assumptions about the data, e.g., by assu...

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Detalles Bibliográficos
Autores principales: Stanski, Adam, Hellwich, Olaf
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3462203/
https://www.ncbi.nlm.nih.gov/pubmed/23049675
http://dx.doi.org/10.1371/journal.pone.0044495