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 …

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 …

Analyzing, exploring, and visualizing complex networks via hypergraphs using SimpleHypergraphs. jl

A Antelmi, G Cordasco, B Kamiński, P Prałat… - arXiv preprint arXiv …, 2020 - arxiv.org
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 …

Evolution of real-world hypergraphs: Patterns and models without oracles

Y Kook, J Ko, K Shin - 2020 IEEE International Conference on …, 2020 - ieeexplore.ieee.org
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 …

Analyzing dynamic hypergraphs with parallel aggregated ordered hypergraph visualization

P Valdivia, P Buono, C Plaisant… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Parallel Aggregated Ordered Hypergraph (PAOH) is a novel technique to visualize dynamic
hypergraphs. Hypergraphs are a generalization of graphs where edges can connect several …

Midas: Representative sampling from real-world hypergraphs

M Choe, J Yoo, G Lee, W Baek, U Kang… - Proceedings of the ACM …, 2022 - dl.acm.org
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 …

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 …

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 …

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 …

How do hyperedges overlap in real-world hypergraphs?-patterns, measures, and generators

G Lee, M Choe, K Shin - Proceedings of the web conference 2021, 2021 - dl.acm.org
Hypergraphs, a generalization of graphs, naturally represent groupwise relationships
among multiple individuals or objects, which are common in many application areas …