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3 articles related to "Persistence Diagram"

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Articles

Original Research

Published on 15 Feb 2022

On the Construction of Group Equivariant Non-Expansive Operators via Permutants and Symmetric Functions

in Machine Learning and Artificial Intelligence

Francesco Conti
Patrizio Frosini
Nicola Quercioli

Frontiers in Artificial Intelligence

doi 10.3389/frai.2022.786091

2,741 views
12 citations

Methods

Published on 01 Mar 2021

A Persistent Homology Approach to Heart Rate Variability Analysis With an Application to Sleep-Wake Classification

in Computational Physiology and Medicine

Yu-Min Chung
Chuan-Shen Hu
Yu-Lun Lo
Hau-Tieng Wu

Frontiers in Physiology

doi 10.3389/fphys.2021.637684

8,219 views
40 citations

Original Research

Published on 06 Jul 2023

Stability and machine learning applications of persistent homology using the Delaunay-Rips complex

in Mathematics of Computation and Data Science

Amish Mishra
Francis C. Motta

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2023.1179301

6,707 views
2 citations