English

Typed topology and its application to data set

General Topology 2024-02-13 v2

Abstract

The concept of typedtyped topologytopology is introduced. In a typed topological space, some open sets are assigned "types", and topological concepts such as closure, connectedness can be defined using types. A finite data set in R2R^2 is a typically typed topological space. Clusters calculated by the DBSCAN algorithm for data clustering can be well represent in a finite typed topological space. Other concepts such as tracks, port (starting points), type-p-connectedness, p-closure-connectedness, indexing, branches are also introduced for a finite typed topological space. Finally, leftrleft-r and upleftrup-left-r type open sets are introduced for data sets in R2R^2, so that tracks, port, branches can be calculated.

Keywords

Cite

@article{arxiv.2302.05352,
  title  = {Typed topology and its application to data set},
  author = {Wanjun Hu},
  journal= {arXiv preprint arXiv:2302.05352},
  year   = {2024}
}

Comments

23 pages, 4 figures

R2 v1 2026-06-28T08:37:12.807Z