Persistence paths and signature features in topological data analysis

Persistence paths and signature features in topological data analysis

Pokaži ostale verzije (2)

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 composition o...

Bibliografski detalji
Glavni autori:	Chevyrev, I, Nanda, V, Oberhauser, H
Format:	Journal article
Izdano:	Institute of Electrical and Electronics Engineers 2018

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