A Probabilistic Result on Impulsive Noise Reduction in Topological Data Analysis through Group Equivariant Non-Expansive Operators

In recent years, group equivariant non-expansive operators (GENEOs) have started to find applications in the fields of Topological Data Analysis and Machine Learning. In this paper we show how these operators can be of use also for the removal of impulsive noise and to increase the stability of TDA...

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Detalles Bibliográficos
Autores principales: Frosini, Patrizio, Gridelli, Ivan, Pascucci, Andrea
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10453830/
https://www.ncbi.nlm.nih.gov/pubmed/37628180
http://dx.doi.org/10.3390/e25081150

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10453830/
https://www.ncbi.nlm.nih.gov/pubmed/37628180
http://dx.doi.org/10.3390/e25081150

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