Persistence paths and signature features in topological data analysis

Persistence paths and signature features in topological data analysis

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<p>We introduce a new feature map for barcodes as they arise in persistent homology computation. The main idea is to first realize each barcode as a path in a convenient vector space, and to then compute its path signature which takes values in the tensor algebra of that vector space. The comp...

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Dettagli Bibliografici
Autori principali:	Chevyrev, I, Nanda, V, Oberhauser, H
Natura:	Journal article
Lingua:	English
Pubblicazione:	IEEE 2018

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