Open AccessTopological Time Series Analysis
Author(s) -
José A. Perea
Publication year - 2019
Publication title -
notices of the american mathematical society
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.246
H-Index - 37
eISSN - 1088-9477
pISSN - 0002-9920
DOI - 10.1090/noti1869
Subject(s) - series (stratigraphy) , topology (electrical circuits) , mathematics , computer science , combinatorics , biology , paleontology
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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