English

Topological data analysis and clustering

Algebraic Topology 2023-08-15 v1 Machine Learning

Abstract

Clustering is one of the most common tasks of Machine Learning. In this paper we examine how ideas from topology can be used to improve clustering techniques.

Keywords

Cite

@article{arxiv.2201.09054,
  title  = {Topological data analysis and clustering},
  author = {Dimitrios Panagopoulos},
  journal= {arXiv preprint arXiv:2201.09054},
  year   = {2023}
}

Comments

This article is intended to be a chapter for a book

R2 v1 2026-06-24T08:58:35.521Z