Typed topology and its application to data set
General Topology
2024-02-13 v2
Abstract
The concept of 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 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, and type open sets are introduced for data sets in , so that tracks, port, branches can be calculated.
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