Random Connection Model

PhD Thesis: Stochastic Models of Higher-Order Networks - Point Processes and Topological Data Analysis featured image

PhD Thesis: Stochastic Models of Higher-Order Networks - Point Processes and Topological Data Analysis

Higher-order networks model interactions among groups of entities of an arbitrary number. This thesis introduces stochastic models grounded in point process theory that are capable …

avatar
Péter Juhász, PhD
On the topology of age-dependent random connection network models featured image

On the topology of age-dependent random connection network models

In this paper, we investigate the potential of the age-dependent random connection model (ADRCM) with the aim of representing higher-order networks. A key contribution of our work …

Christian hirsch
Random connection hypergraphs featured image

Random connection hypergraphs

In this paper, we introduce a novel model for random hypergraphs based on weighted random connection models. In accordance to the standard theory for hypergraphs, this model is …

Morten brun