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arXiv · 1812.05143

Topological Time Series Analysis

Jose A. Perea
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Abstract

Time series are ubiquitous in our data rich world. In what follows I will describe how ideas from dynamical systems and topological data analysis can be combined to gain insights from time-varying data. We will see several applications to the live sciences and engineering, as well as some of the theoretical underpinnings.

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Jose A. Perea. 2018-11-28. Topological Time Series Analysis. https://arxiv.org/abs/1812.05143

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