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Local Intrinsic Dimensionality, Entropy and Statistical Divergences
Properties of data distributions can be assessed at both global and local scales. At a highly localized scale, a fundamental measure is the local intrinsic dimensionality (LID), which assesses growth rates of the cumulative distribution function within a restricted neighborhood and characterizes pro...
Autores principales: | Bailey, James, Houle, Michael E., Ma, Xingjun |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9497584/ https://www.ncbi.nlm.nih.gov/pubmed/36141105 http://dx.doi.org/10.3390/e24091220 |
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