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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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Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:J Chem Phys
Egile Nagusiak: Xia, Kelin, Zhao, Zhixiong, Wei, Guo-Wei
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: AIP Publishing LLC 2015
Gaiak:
Sarrera elektronikoa: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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