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[PDF][PDF] A roadmap for the computation of persistent homology
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 …
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 …
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 …
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 …
simplicial complexes built on a metric space to add topological structure to an otherwise …
Computing topological persistence for simplicial maps
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 …
inclusion maps. In this paper, we propose a practical algorithm for computing persistence …
The simplex tree: An efficient data structure for general simplicial complexes
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 …
simplicial complexes of any dimension. All faces of the simplicial complex are explicitly …
Vietoris-Rips complexes also provide topologically correct reconstructions of sampled shapes
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 …
R+ which provide two measures of how much the set X fails to be convex at a given scale …
Structure‐aware mesh decimation
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 …
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
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 …
of effective methods to solve imbalanced problems is to oversample the minority class. Gls …
Edge collapse and persistence of flag complexes
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 …
complex as introduced by J. Barmak and E. Miniam. We say that a simplex (of any …