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Notices of the American Mathematical Society.
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Topological Time Series Analysis

descriptionPublicationkeyboard_double_arrow_right Article , Preprint 01 May 2019Embargo end date: 01 Jan 2018 English Publisher:American Mathematical Society (AMS)Journal:Notices of the American Mathematical Society, volume ?? (issn: 0002-9920, eissn: 1088-9477, Copyright policy )
Authors: Jose A. Perea;

doi: 10.1090/noti1869 , 10.48550/arxiv.1812.05143

arXiv: 1812.05143

Topological Time Series Analysis

Abstract

Time series are ubiquitous in our data rich world, Jose A Perea describes how ideas from dynamical systems and topological data analysis can be combined to gain insights from time-varying data.

Related Organizations
Keywords

Computational Geometry (cs.CG), FOS: Computer and information sciences, FOS: Mathematics, Computer Science - Computational Geometry, Algebraic Topology (math.AT), Mathematics - Algebraic Topology

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    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 32
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    		 Top 10%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 Top 10%
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    		 Top 10%
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
32
Top 10%
Top 10%
Top 10%
Green
gold