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