activity
20142026
most citedEffective data reduction algorithm for topological data analysis

1 citations · 1 across the 8 of their papers we have counts for

collaborators

8 papers

cs.CG2026

Denoising data reduction algorithm for Topological Data Analysis

Seonmi Choi, Semin Oh, Jeong Rye Park +1

Persistent homology is a central tool in topological data analysis, but its application to large and noisy datasets is often limited by computational cost and the presence of spuri…

math.GT2025

Folding Branched Covers of the -Sphere Branched over Knots

J. Scott Carter, Seonmi Choi, Byeorhi Kim

A folding of a branched cover of the 3-sphere that is branched over a knot is a continuous map of the cover into the product of the sphere with a disk that has the property that th…

math.GT2023

MC-Biquandles and MC-Biquandle Coloring Quivers

Seonmi Choi, Sam Nelson

We introduce the notion of mc-biquandles, algebraic structures which have possibly distinct biquandle operations at single-component and multi-component crossings. These structures…

math.GT2023

Mosaics for immersed surface-links

Seonmi Choi, Jieon Kim

The concept of a knot mosaic was introduced by Lomonaco and Kauffman as a means to construct a quantum knot system. The mosaic number of a given knot is defined as the minimum…

cs.CG2023★ 1 cited

Effective data reduction algorithm for topological data analysis

Seonmi Choi, Jinseok Oh, Jeong Rye Park +2

One of the most interesting tools that have recently entered the data science toolbox is topological data analysis (TDA). With the explosion of available data sizes and dimensions,…

math.GT2022

Marked Graph Mosaics

Seonmi Choi, Sam Nelson

We consider the notion of mosaic diagrams for surface-links using marked graph diagrams. We establish bounds, in some cases tight, on the mosaic numbers for the surface-links with…

math.GT2022

On invariants for surface-links in entropic magmas via marked graph diagrams

Seonmi Choi, Seongjeong Kim

M. Niebrzydowski and J. H. Przytycki defined a Kauffman bracket magma and constructed the invariant P of framed links in 3-space. The invariant is closely related to the Kauffman b…

math.GT2014

Non-orientable surfaces in 4-dimensional space

Yongju Bae, J. Scott Carter, Seonmi Choi +1

This article is a survey article that gives detailed constructions and illustrations of some of the standard examples of non-orientable surfaces that are embedded and immersed in 4…