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Multiresolution persistent homology for excessively large biomolecular datasets

Although persistent homology has emerged as a promising tool for the topological simplification of complex data, it is computationally intractable for large datasets. We introduce multiresolution persistent homology to handle excessively large datasets. We match the resolution with the scale of inte...

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Detalhes bibliográficos
Publicado no:J Chem Phys
Main Authors: Xia, Kelin, Zhao, Zhixiong, Wei, Guo-Wei
Formato: Artigo
Idioma:Inglês
Publicado em: AIP Publishing LLC 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4592433/
https://ncbi.nlm.nih.gov/pubmed/26450288
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1063/1.4931733
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