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An Introduction to Topological Data Analysis: Fundamental and Practical Aspects for Data Scientists

With the recent explosion in the amount, the variety, and the dimensionality of available data, identifying, extracting, and exploiting their underlying structure has become a problem of fundamental importance for data analysis and statistical learning. Topological data analysis (tda) is a recent an...

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Detalles Bibliográficos
Autores principales: Chazal, Frédéric, Michel, Bertrand
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8511823/
https://www.ncbi.nlm.nih.gov/pubmed/34661095
http://dx.doi.org/10.3389/frai.2021.667963