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Ranking the information content of distance measures

Real-world data typically contain a large number of features that are often heterogeneous in nature, relevance, and also units of measure. When assessing the similarity between data points, one can build various distance measures using subsets of these features. Finding a small set of features that...

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Detalles Bibliográficos
Autores principales: Glielmo, Aldo, Zeni, Claudio, Cheng, Bingqing, Csányi, Gábor, Laio, Alessandro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9802303/
https://www.ncbi.nlm.nih.gov/pubmed/36713323
http://dx.doi.org/10.1093/pnasnexus/pgac039