Articles with "persistence diagrams" as a keyword



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Persistence Curves: A canonical framework for summarizing persistence diagrams

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Published in 2022 at "Advances in Computational Mathematics"

DOI: 10.1007/s10444-021-09893-4

Abstract: Persistence diagrams are one of the main tools in the field of Topological Data Analysis (TDA). They contain fruitful information about the shape of data. The use of machine learning algorithms on the space of… read more here.

Keywords: framework; persistence curves; persistence diagrams; curves canonical ... See more keywords