An introduction to Topological Data Analysis: fundamental and practical aspects for data scientists - Inria - Institut national de recherche en sciences et technologies du numérique
Journal Articles Frontiers in Artificial Intelligence Year : 2021

An introduction to Topological Data Analysis: fundamental and practical aspects for data scientists

Une introduction à l'analyse topologique des données pour data scientist : aspects fondamentaux et pratiques

Abstract

Topological Data Analysis (TDA)is a recent and fast growing field providing a set of new topological and geometric tools to infer relevant features for possibly complex data. This paper is a brief introduction, through a few selected topics, to basic fundamental and practical aspects of TDA for non experts.
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Dates and versions

hal-01614384 , version 1 (10-10-2017)

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Frédéric Chazal, Bertrand Michel. An introduction to Topological Data Analysis: fundamental and practical aspects for data scientists. Frontiers in Artificial Intelligence, 2021, Front. Artif. Intell., ⟨10.3389/frai.2021.667963⟩. ⟨hal-01614384⟩
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