Taming Horizontal Instability in Merge Trees: On the Computation of a Comprehensive Deformation-Based Edit Distance

F Wetzels, M Anders, C Garth - 2023 Topological Data Analysis …, 2023 - ieeexplore.ieee.org
Comparative analysis of scalar fields in scientific visualization often involves distance
functions on topological abstractions. This paper focuses on the merge tree abstraction …

Functional data representation with merge trees

M Pegoraro, P Secchi - arXiv preprint arXiv:2108.13147, 2021 - arxiv.org
In this paper we face the problem of representation of functional data with the tools of
algebraic topology. We represent functions by means of merge trees and this representation …

A Persistence-Driven Edit Distance for Graphs with Abstract Weights

M Pegoraro - arXiv preprint arXiv:2304.12088, 2023 - arxiv.org
In this work we define a novel edit distance for graphs considered with some weights on the
edges. The metric is driven by the idea of considering graphs as topological summaries in …

A locally stable edit distance for functions defined on merge trees

M Pegoraro - arXiv preprint arXiv:2108.13108, 2021 - arxiv.org
In this work we define a metric structure for functions defined on merge trees. The metric
introduced possesses some stability properties and can be computed with a dynamical …

A Graph-Matching Formulation of the Interleaving Distance between Merge Trees

M Pegoraro - arXiv preprint arXiv:2111.15531, 2021 - arxiv.org
In this work we study the interleaving distance between merge trees from a combinatorial
point of view. We use a particular type of matching between trees to obtain a novel …

Anti Tai mapping for unordered labeled trees

M Blažević, S Canzar, K Elbassioni… - Information processing …, 2024 - Elsevier
The well-studied Tai mapping between two rooted labeled trees T 1=(V 1, E 1) and T 2=(V 2,
E 2) defines a one-to-one mapping between nodes in T 1 and T 2 that preserves ancestor …

Tree Edit Distance with Variables. Measuring the Similarity between Mathematical Formulas

T Akutsu, T Mori, N Nakamura, S Kozawa… - arXiv preprint arXiv …, 2021 - arxiv.org
In this article, we propose tree edit distance with variables, which is an extension of the tree
edit distance to handle trees with variables and has a potential application to measuring the …

Geometric data analysis: between equivalence classes and non-euclidean spaces

M Pegoraro - 2020 - politesi.polimi.it
Dealing with complex data often presents challenges that can be successfully tackled with
the use of some geometrical tools. In this thesis we approach two such challenges …

整数計画法による木構造データ間のアラインメント距離の計算

久保田稜, 小林靖明, 山本章博 - 人工知能学会研究会資料人工知能 …, 2018 - jstage.jst.go.jp
In this paper, we propose Integer Linear Programming (ILP) formulations for computing the
tree alignment distance between unordered trees. Our formulation exploits a known …

[引用][C] A metric for tree-like topological summaries

M Pegoraro - arXiv preprint arXiv:2108.13108, 2021