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most citedOn the stability of persistent entropy and new summary functions for TDA

99 citations · 349 across the 28 of their papers we have counts for

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cs.CL2019

Summary and Distance between Sets of Texts based on Topological Data Analysis

Eduardo Paluzo-Hidalgo, Rocio Gonzalez-Diaz, Miguel A. Gutiérrez-Naranjo

In this paper, we use topological data analysis (TDA) tools such as persistent homology, persistent entropy and bottleneck distance, to provide a {\it TDA-based summary} of any giv…