Towards a survey on static and dynamic hypergraph visualizations
MT Fischer, A Frings, DA Keim… - 2021 IEEE visualization …, 2021 - ieeexplore.ieee.org
Leveraging hypergraph structures to model advanced processes has gained much attention
over the last few years in many areas, ranging from protein-interaction in computational …
over the last few years in many areas, ranging from protein-interaction in computational …
Visual analytics for temporal hypergraph model exploration
MT Fischer, D Arya, D Streeb… - … on Visualization and …, 2020 - ieeexplore.ieee.org
Many processes, from gene interaction in biology to computer networks to social media, can
be modeled more precisely as temporal hypergraphs than by regular graphs. This is …
be modeled more precisely as temporal hypergraphs than by regular graphs. This is …
Analyzing, exploring, and visualizing complex networks via hypergraphs using SimpleHypergraphs. jl
Real-world complex networks are usually being modeled as graphs. The concept of graphs
assumes that the relations within the network are binary (for instance, between pairs of …
assumes that the relations within the network are binary (for instance, between pairs of …
Evolution of real-world hypergraphs: Patterns and models without oracles
What kind of macroscopic structural and dynamical patterns can we observe in real-world
hypergraphs? What can be underlying local dynamics on individuals, which ultimately lead …
hypergraphs? What can be underlying local dynamics on individuals, which ultimately lead …
Analyzing dynamic hypergraphs with parallel aggregated ordered hypergraph visualization
Parallel Aggregated Ordered Hypergraph (PAOH) is a novel technique to visualize dynamic
hypergraphs. Hypergraphs are a generalization of graphs where edges can connect several …
hypergraphs. Hypergraphs are a generalization of graphs where edges can connect several …
Midas: Representative sampling from real-world hypergraphs
Graphs are widely used for representing pairwise interactions in complex systems. Since
such real-world graphs are large and often evergrowing, sampling a small representative …
such real-world graphs are large and often evergrowing, sampling a small representative …
Hypergraphx: a library for higher-order network analysis
QF Lotito, M Contisciani, C De Bacco… - Journal of Complex …, 2023 - academic.oup.com
From social to biological systems, many real-world systems are characterized by higher-
order, non-dyadic interactions. Such systems are conveniently described by hypergraphs …
order, non-dyadic interactions. Such systems are conveniently described by hypergraphs …
Inference of dynamic hypergraph representations in temporal interaction data
A Kirkley - Physical Review E, 2024 - APS
A range of systems across the social and natural sciences generate data sets consisting of
interactions between two distinct categories of items at various instances in time. Online …
interactions between two distinct categories of items at various instances in time. Online …
Hypergraph ego-networks and their temporal evolution
C Comrie, J Kleinberg - 2021 IEEE international conference on …, 2021 - ieeexplore.ieee.org
Interactions involving multiple objects simultaneously are ubiquitous across many domains.
The systems these interactions inhabit can be modelled using hypergraphs, a generalization …
The systems these interactions inhabit can be modelled using hypergraphs, a generalization …
How do hyperedges overlap in real-world hypergraphs?-patterns, measures, and generators
Hypergraphs, a generalization of graphs, naturally represent groupwise relationships
among multiple individuals or objects, which are common in many application areas …
among multiple individuals or objects, which are common in many application areas …