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arXiv · 1901.07410

Ball mapper: a shape summary for topological data analysis

Paweł Dłotko
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Abstract

Topological data analysis provides a collection of tools to encapsulate and summarize the shape of data. Currently it is mainly restricted to \emph{mapper algorithm} and \emph{persistent homology}. In this paper we introduce new mapper--inspired descriptor that can be applied for exploratory data analysis.

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Paweł Dłotko. 2019-01-22. Ball mapper: a shape summary for topological data analysis. https://arxiv.org/abs/1901.07410

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