Persistence Codebooks for Topological Data Analysis

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Persistence Codebooks for Topological Data Analysis

13 February 2018

Bartosz Zieliñski

Michal Lipinski

Matthias Zeppelzauer

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Papers citing "Persistence Codebooks for Topological Data Analysis"

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Title
A Vectorization Method Induced By Maximal Margin Classification For Persistent Diagrams An Wu Yu Pan Fuqi Zhou Jinghui Yan Chuanlu Liu 38 0 0 31 Jul 2024
Estimation and Quantization of Expected Persistence Diagrams Vincent Divol Théo Lacombe 38 10 0 11 May 2021
Classifying bacteria clones using attention-based deep multiple instance learning interpreted by persistence homology Adriana Borowa Dawid Rymarczyk D. Ochonska M. Brzychczy-Wloch Bartosz Zieliñski 49 7 0 02 Dec 2020
A persistent homology approach to heart rate variability analysis with an application to sleep-wake classification Yu-Min Chung Chuan-Shen Hu Y. Lo Hau‐Tieng Wu 41 51 0 09 Aug 2019
Persistence Curves: A canonical framework for summarizing persistence diagrams Yu-Min Chung A. Lawson 43 74 0 16 Apr 2019
Approximating Continuous Functions on Persistence Diagrams Using Template Functions Jose A. Perea E. Munch Firas A. Khasawneh 29 27 0 19 Feb 2019
Persistence paths and signature features in topological data analysis I. Chevyrev Vidit Nanda Harald Oberhauser 75 69 0 01 Jun 2018