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Topological Time Series Analysis
Published 28 Nov 2018 in math.AT and cs.CG | (1812.05143v1)
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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