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...

Szczegółowa specyfikacja

Opis bibliograficzny
Główni autorzy: Ali, D, Asaad, A, Jimenez, M-J, Nanda, V, Paluzo-Hidalgo, E, Soriano-Trigueros, M
Format: Journal article
Język:English
Wydane: IEEE 2023