Persistence paths and signature features in topological data analysis

Persistence paths and signature features in topological data analysis

Εμφάνιση άλλων εκδόσεων (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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Chevyrev, I, Nanda, V, Oberhauser, H
Μορφή:	Journal article
Έκδοση:	Institute of Electrical and Electronics Engineers 2018

Παρόμοια τεκμήρια

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