Decomposing filtered chain complexes: Geometry behind barcoding algorithms

نویسندگان

چکیده

In Topological Data Analysis, filtered chain complexes enter the persistence pipeline between initial filtering of data and final invariants extraction. It is known that they admit a tame class indecomposables, called interval spheres. this paper, we provide an algorithm to decompose into such This provides geometric insights various aspects standard two its runtime optimizations. Moreover, since it works for any complexes, our can be applied in more general cases. As application, show how kernels with it.

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ژورنال

عنوان ژورنال: Computational Geometry: Theory and Applications

سال: 2023

ISSN: ['0925-7721', '1879-081X']

DOI: https://doi.org/10.1016/j.comgeo.2022.101938