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The field of health informatics has been profoundly influenced by the development of random forest models, which have led to significant advances in the interpretability of feature interactions. These models are characterized by their…

机器学习 · 计算机科学 2025-06-04 Akshat Dubey , Aleksandar Anžel , Georges Hattab

We examine an interacting particle system on trees commonly referred to as the frog model. For its initial state, it begins with a single active particle at the root and i.i.d. $\mathrm{Poiss}(\lambda)$ many inactive particles at each…

概率论 · 数学 2019-10-14 Marcus Michelen , Josh Rosenberg

We construct an exact expression for the site percolation threshold p_c on a quasi-regular tree, and a related exact lower bound for a quasi-regular graph. Both are given by the inverse spectral radius of the appropriate Hashimoto matrix…

数学物理 · 物理学 2014-11-19 Kathleen E. Hamilton , Leonid P. Pryadko

A graph G=(V,E) is a pairwise compatibility graph (PCG) if there exists an edge-weighted tree T and two non-negative real numbers `d' and `D' such that each leaf `u' of T is a node of V and the edge `(u,v) belongs to E' iff `d <= d_T(u, v)…

离散数学 · 计算机科学 2015-04-27 Tiziana Calamoneri , Blerina Sinaimeri , Mattia Gastaldello

In graph transformation, a conflict describes a situation where two alternative transformations cannot be arbitrarily serialized. When enriching graphs with attributes, existing conflict detection techniques typically report a conflict…

软件工程 · 计算机科学 2015-04-13 Géza Kulcsár , Frederik Deckwerth , Malte Lochau , Gergely Varró , Andy Schürr

The theme of this paper is the analysis of bootstrap percolation processes on random graphs generated by preferential attachment. This is a class of infection processes where vertices have two states: they are either infected or…

概率论 · 数学 2014-12-23 Mohammed Amin Abdullah , Nikolaos Fountoulakis

Recently, the percolation transition has been characterized on interacting networks both in presence of interdependent and antagonistic interactions. Here we characterize the phase diagram of the percolation transition in two Poisson…

无序系统与神经网络 · 物理学 2015-06-15 Kun Zhao , Ginestra Bianconi

In this paper we are concerned with various graph invariants (girth, diameter, expansion constants, eigenvalues of the Laplacian, tree number) and their analogs for weighted graphs -- weighing the graph changes a combinatorial problem to…

组合数学 · 数学 2007-05-23 Dmitry Jakobson , Igor Rivin

We introduce a very general model of an inhomogenous random graph with independence between the edges, which scales so that the number of edges is linear in the number of vertices. This scaling corresponds to the p=c/n scaling for G(n,p)…

概率论 · 数学 2011-11-10 Bela Bollobas , Svante Janson , Oliver Riordan

We study the susceptibility, i.e., the mean size of the component containing a random vertex, in a general model of inhomogeneous random graphs. This is one of the fundamental quantities associated to (percolation) phase transitions; in…

概率论 · 数学 2012-03-27 Svante Janson , Oliver Riordan

Results for estimating the convergence rate of non-stationary distributed consensus algorithms are provided, on the basis of qualitative (mainly topological) as well as basic quantitative information (lower-bounds on the matrix entries).…

最优化与控制 · 数学 2007-12-22 David Angeli , Pierre-Alexandre Bliman

An undirected graph is said to be cordial if there is a friendly (0,1)-labeling of the vertices that induces a friendly (0,1)-labeling of the edges. An undirected graph $G$ is said to be $(2,3)$-orientable if there exists a friendly…

组合数学 · 数学 2024-08-27 LeRoy b. Beasley

For ordinary (independent) percolation on a large class of lattices it is well known that below the critical percolation parameter $p_c$ the cluster size distribution has exponential decay and that power-law behavior of this distribution…

概率论 · 数学 2011-01-10 J. van den Berg

We describe the critical behavior of weak multiplex percolation, a generalization of percolation to multiplex or interdependent networks. A node can determine its active or inactive status simply by referencing neighboring nodes. This is…

无序系统与神经网络 · 物理学 2020-09-09 G. J. Baxter , R. A. da Costa , S. N. Dorogovtsev , J. F. F. Mendes

We show that the union of two or more independent uniform spanning forests (USF) on $\mathbb{Z}^d$ with $d\geq 3$ almost surely forms a connected transient graph. In fact, this also holds when taking the union of a deterministic everywhere…

概率论 · 数学 2023-11-16 Eleanor Archer , Asaf Nachmias , Matan Shalev , Pengfei Tang

The treewidth of a graph is an important invariant in structural and algorithmic graph theory. This paper studies the treewidth of line graphs. We show that determining the treewidth of the line graph of a graph $G$ is equivalent to…

组合数学 · 数学 2014-09-25 Daniel J. Harvey , David R. Wood

We prove that the local limit of the weighted spanning trees on any simple connected high degree almost regular sequence of electric networks is the Poisson(1) branching process conditioned to survive forever, by generalizing [NP22] and…

概率论 · 数学 2026-01-01 Ágnes Kúsz

For a graph with edge ordering, a linear order on the edge set, we obtain a permutation of vertices by considering the edges as transpositions of endvertices. It is known from D\'enes' results that the permutation of a tree is a full cyclic…

组合数学 · 数学 2023-05-31 Ryo Uchiumi

The aim of this paper is to underline the relation between reversible growth processes and invariant percolation. We present two models of interacting branching random walks (BRWs), truncated BRWs and competing BRWs, where survival of the…

概率论 · 数学 2015-01-20 Sebastian Müller

We study one specific version of the contact process on a graph. Here, we allow multiple infections carried by the nodes and include a probability of removing nodes in a graph. The removal probability is purely determined by the number of…

概率论 · 数学 2023-10-06 Xu Huang