Global and local persistent homology for the shape and classification of biological data

<p>Persistent homology (PH) is an algorithmic method that allows one to study shape and higher-order interactions in high-dimensional data. Over the last decade, PH has been used in a wide variety of applications, including biology. PH considers topological invariants, such as connected compon...

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Bibliographic Details
Main Author: Stolz-Pretzer, B
Other Authors: Harrington, H
Format: Thesis
Language:English
Published: 2019
Subjects: