A survey of vectorization methods in topological data analysis

Attempts to incorporate topological information in supervised learning tasks have resulted in the creation of several techniques for vectorizing persistent homology barcodes. In this paper, we study thirteen such methods. Besides describing an organizational framework for these methods, we comprehen...

Full description

Bibliographic Details
Main Authors: Ali, D, Asaad, A, Jimenez, M-J, Nanda, V, Paluzo-Hidalgo, E, Soriano-Trigueros, M
Format: Journal article
Language:English
Published: IEEE 2023