Persistent Homology in Machine Learning: Applied Sciences Review

Topological Data Analysis (‘TDA’) has become a vibrant and quickly developing field in recent years, providing topology-enhanced data processing and Machine Learning (‘ML’) applications. Due to the novelty of the field, as well as the dissimilarity between the mathematics behind the classical ML and...

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Bibliographic Details
Main Authors: Oleksandr Yavorskyi, Andrii Asseko-Nkili, Nataliia Kussul
Format: Article
Language:English
Published: Anhalt University of Applied Sciences 2023-03-01
Series:Proceedings of the International Conference on Applied Innovations in IT
Subjects:
Online Access:https://icaiit.org/paper.php?paper=11th_ICAIIT_1/2_1