English

Topological Time Series Analysis

Algebraic Topology 2018-12-14 v1 Computational Geometry

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.

Keywords

Cite

@article{arxiv.1812.05143,
  title  = {Topological Time Series Analysis},
  author = {Jose A. Perea},
  journal= {arXiv preprint arXiv:1812.05143},
  year   = {2018}
}
R2 v1 2026-06-23T06:40:40.943Z