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.
https://hal.inria.fr/hal-01614384 Contributor : Frédéric ChazalConnect in order to contact the contributor Submitted on : Tuesday, October 10, 2017 - 6:17:39 PM Last modification on : Wednesday, April 27, 2022 - 3:46:44 AM Long-term archiving on: : Thursday, January 11, 2018 - 2:12:30 PM
Frédéric Chazal, Bertrand Michel. An introduction to Topological Data Analysis: fundamental and practical aspects for data scientists. Frontiers in Artificial Intelligence, Frontiers Media S.A., 2021, Front. Artif. Intell., ⟨10.3389/frai.2021.667963⟩. ⟨hal-01614384⟩