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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Bibliographic Details

Published in:	Frontiers in artificial intelligence Vol. 4; p. 667963
Main Authors:	Chazal, Frédéric, Michel, Bertrand
Format:	Journal Article
Language:	English
Published:	Frontiers Media S.A 29.09.2021
Series:	Front. Artif. Intell
Subjects:	Algebraic Topology Artificial Intelligence Computer Science geometric inference Machine Learning Mathematics statistic Statistics topological data analysis topological inference
ISSN:	2624-8212, 2624-8212
Online Access:	Get full text
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