[LIVRE][B] Computational topology for data analysis

TK Dey, Y Wang - 2022 - books.google.com
" In this chapter, we introduce some of the very basics that are used throughout the book.
First, we give the definition of a topological space and related notions of open and closed …

Persistent cup product structures and related invariants

F Mémoli, A Stefanou, L Zhou - Journal of Applied and Computational …, 2024 - Springer
One-dimensional persistent homology is arguably the most important and heavily used
computational tool in topological data analysis. Additional information can be extracted from …

On Vietoris–Rips complexes of hypercube graphs

M Adamaszek, H Adams - Journal of Applied and Computational Topology, 2022 - Springer
We describe the homotopy types of Vietoris–Rips complexes of hypercube graphs at small
scale parameters. In more detail, let Q_n Q n be the vertex set of the hypercube graph with …

Homotopy types of Vietoris-Rips complexes of Hypercube Graphs

Z Feng - arxiv preprint arxiv:2305.07084, 2023 - arxiv.org
We describe the homotopy types of Vietoris-Rips complexes of hypercube graphs at scale
$3 $. We represent the vertices in the hypercube graph $ Q_m $ as the collection of all …

On Vietoris–Rips complexes (with scale 3) of hypercube graphs

S Shukla - SIAM Journal on Discrete Mathematics, 2023 - SIAM
For a metric space and a scale parameter, the Vietoris–Rips complex is a simplicial complex
on vertex set, where a finite set is a simplex if and only if the diameter of is at most. For, let …

Persistent cup-length

M Contessoto, F Mémoli, A Stefanou, L Zhou - arxiv preprint arxiv …, 2021 - arxiv.org
Cohomological ideas have recently been injected into persistent homology and have for
example been used for accelerating the calculation of persistence diagrams by the software …

Persistent homotopy groups of metric spaces

F Mémoli, L Zhou - arxiv preprint arxiv:1912.12399, 2019 - arxiv.org
We study notions of persistent homotopy groups of compact metric spaces together with their
stability properties in the Gromov-Hausdorff sense. We pay particular attention to the case of …

Gromov hyperbolicity, geodesic defect, and apparent pairs in Vietoris-Rips filtrations

U Bauer, F Roll - arxiv preprint arxiv:2112.06781, 2021 - arxiv.org
Motivated by computational aspects of persistent homology for Vietoris-Rips filtrations, we
generalize a result of Eliyahu Rips on the contractibility of Vietoris-Rips complexes of …

A counter-example to Hausmann's conjecture

Ž Virk - Foundations of Computational Mathematics, 2022 - Springer
Abstract In 1995 Jean-Claude Hausmann proved that a compact Riemannian manifold X is
homotopy equivalent to its Rips complex Rips (X, r) for small values of parameter r. He then …

Beyond Persistent Homology: More Discriminative Persistent Invariants

L Zhou - 2023 - search.proquest.com
Persistent homology has been an important tool in topological and geometrical data
analysis to study the shape of data. However, its ability to differentiate between various …