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...

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Detaylı Bibliyografya
Asıl Yazarlar: Ali, D, Asaad, A, Jimenez, M-J, Nanda, V, Paluzo-Hidalgo, E, Soriano-Trigueros, M
Materyal Türü: Journal article
Dil:English
Baskı/Yayın Bilgisi: IEEE 2023