Variability in higher order structure of noise added to weighted networks

A common problem in reconstructing weighted networks to represent real-world systems is that low-weight edges might appear due to noise, affecting the topology of the inferred network. Here, the authors propose a method based on persistent homology that allows one to investigate the higher-order net...

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Bibliographic Details
Main Authors: Ann S. Blevins, Jason Z. Kim, Dani S. Bassett
Format: article
Language:EN
Published: Nature Portfolio 2021
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Online Access:https://doaj.org/article/aee7cd2648e549649747b3a17be0d7aa
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