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...

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Vydané v:	Frontiers in artificial intelligence Ročník 4; s. 667963
Hlavní autori:	Chazal, Frédéric, Michel, Bertrand
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Frontiers Media S.A 29.09.2021
Edícia:	Front. Artif. Intell
Predmet:	Algebraic Topology Artificial Intelligence Computer Science geometric inference Machine Learning Mathematics statistic Statistics topological data analysis topological inference
ISSN:	2624-8212, 2624-8212
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