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Algebraic Topology for Data Analysis

Statistics Theory 2021-06-29 v1 Statistics Theory

Abstract

This research addresses a new tool for data analysis known as Topological Data Analysis TDA It underlies an area of Mathematics known as Combinatorial Algebra or more recently Algebraic Topology which through making strong use of Computation Statistics Probability and Topology among other concepts extracts mathematical characteristics from a set of data that allow us associate create and infer general and quality information about them

Keywords

Cite

@article{arxiv.2106.14634,
  title  = {Algebraic Topology for Data Analysis},
  author = {Daniel Trejo Medina and Karla Sarai Jimenez},
  journal= {arXiv preprint arXiv:2106.14634},
  year   = {2021}
}

Comments

22 pages, in Spanish

R2 v1 2026-06-24T03:40:04.457Z