[PDF][PDF] A roadmap for the computation of persistent homology

N Otter, MA Porter, U Tillmann, P Grindrod… - EPJ Data Science, 2017 - Springer
Persistent homology (PH) is a method used in topological data analysis (TDA) to study
qualitative features of data that persist across multiple scales. It is robust to perturbations of …

[LIVRE][B] Persistence theory: from quiver representations to data analysis

SY Oudot - 2015 - ams.org
Comments• page viii, bottom of page: the following names should be added to the
acknowledgements:-Peter Landweber had an invaluable contribution to these notes. First …

[LIVRE][B] Geometric and topological inference

JD Boissonnat, F Chazal, M Yvinec - 2018 - books.google.com
Geometric and topological inference deals with the retrieval of information about a geometric
object using only a finite set of possibly noisy sample points. It has connections to manifold …

Linear-size approximations to the Vietoris-Rips filtration

DR Sheehy - Proceedings of the twenty-eighth annual symposium …, 2012 - dl.acm.org
The Vietoris-Rips filtration is a versatile tool in topological data analysis. It is a sequence of
simplicial complexes built on a metric space to add topological structure to an otherwise …

Computing topological persistence for simplicial maps

TK Dey, F Fan, Y Wang - Proceedings of the thirtieth annual symposium …, 2014 - dl.acm.org
Algorithms for persistent homology are well-studied where homomorphisms are induced by
inclusion maps. In this paper, we propose a practical algorithm for computing persistence …

The simplex tree: An efficient data structure for general simplicial complexes

JD Boissonnat, C Maria - Algorithmica, 2014 - Springer
This paper introduces a new data structure, called simplex tree, to represent abstract
simplicial complexes of any dimension. All faces of the simplicial complex are explicitly …

Vietoris-Rips complexes also provide topologically correct reconstructions of sampled shapes

D Attali, A Lieutier, D Salinas - Proceedings of the twenty-seventh annual …, 2011 - dl.acm.org
We associate with each compact set X of Rn two real-valued functions cX and hX defined on
R+ which provide two measures of how much the set X fails to be convex at a given scale …

Structure‐aware mesh decimation

D Salinas, F Lafarge, P Alliez - Computer Graphics Forum, 2015 - Wiley Online Library
We present a novel approach for the decimation of triangle surface meshes. Our algorithm
takes as input a triangle surface mesh and a set of planar proxies detected in a pre …

A new oversampling method based on triangulation of sample space

Y Chen, W Pedrycz, J Wang, C Zhang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Co** with imbalanced data is a challenging task in practical classification problems. One
of effective methods to solve imbalanced problems is to oversample the minority class. Gls …

Edge collapse and persistence of flag complexes

JD Boissonnat, S Pritam - 36th International Symposium on …, 2020 - drops.dagstuhl.de
In this article, we extend the notions of dominated vertex and strong collapse of a simplicial
complex as introduced by J. Barmak and E. Miniam. We say that a simplex (of any …