Computing Persistent Homology by Spanning Trees and Critical Simplices

Topological data analysis can extract effective information from higher-dimensional data. Its mathematical basis is persistent homology. The persistent homology can calculate topological features at different spatiotemporal scales of the dataset, that is, establishing the integrated taxonomic relati...

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Bibliographic Details
Main Authors: Dinghua Shi, Zhifeng Chen, Chuang Ma, Guanrong Chen
Format: Article
Language:English
Published: American Association for the Advancement of Science (AAAS) 2023-01-01
Series:Research
Online Access:https://spj.science.org/doi/10.34133/research.0230