Are we there yet? a roadmap of network visualization from surveys to task taxonomies

V Filipov, A Arleo, S Miksch - Computer Graphics Forum, 2023 - Wiley Online Library
Networks are abstract and ubiquitous data structures, defined as a set of data points and
relationships between them. Network visualization provides meaningful representations of …

Combining network visualization and data mining for tax risk assessment

W Didimo, L Grilli, G Liotta, L Menconi… - Ieee …, 2020 - ieeexplore.ieee.org
This paper presents a novel approach, called MALDIVE, to support tax administrations in the
tax risk assessment for discovering tax evasion and tax avoidance. MALDIVE relies on a …

[HTML][HTML] An introduction to and survey of biological network visualization

H Ehlers, N Brich, M Krone, M Nöllenburg, J Yu… - Computers & …, 2025 - Elsevier
Biological networks describe complex relationships in biological systems, which represent
biological entities as vertices and their underlying connectivity as edges. Ideally, for a …

[PDF][PDF] Designing computational evaluations for graph layout algorithms: the state of the art

S Di Bartolomeo, T Crnovrsanin, D Saffo, C Dunne - Companion, 2023 - files.osf.io
Computational evaluations and benchmarks are widely used for validating graph and
network layout algorithms (aka graph drawing). These evaluations can provide the reader …

Hybrid graph visualizations with ChordLink: algorithms, experiments, and applications

L Angori, W Didimo, F Montecchiani… - … on Visualization and …, 2020 - ieeexplore.ieee.org
Many real-world networks are globally sparse but locally dense. Typical examples are social
networks, biological networks, and information networks. This double structural nature …

Comparative study and evaluation of hybrid visualizations of graphs

E Di Giacomo, W Didimo, G Liotta… - … on Visualization and …, 2023 - ieeexplore.ieee.org
Hybrid visualizations combine different metaphors into a single network layout, in order to
help humans in finding the “right way” of displaying the different portions of the network …

[HTML][HTML] Simplifying social networks via triangle-based cohesive subgraphs

R Pan, Y Wang, J Sun, H Liu, Y Zhao, J Xia, W Chen - Visual Informatics, 2023 - Elsevier
One main challenge for simplifying node-link diagrams of large-scale social networks lies in
that simplified graphs generally contain dense subgroups or cohesive subgraphs. Graph …

ProtEGOnist: Visual Analysis of Interactions in Small World Networks Using Ego‐graphs

N Brich, TA Harbig, MW Paz, K Nieselt… - Computer Graphics …, 2024 - Wiley Online Library
Visualizing small‐world networks such as protein‐protein interaction networks or social
networks often leads to visual clutter and limited interpretability. To overcome these …

[HTML][HTML] Parameterized complexity of graph planarity with restricted cyclic orders

G Liotta, I Rutter, A Tappini - Journal of Computer and System Sciences, 2023 - Elsevier
We study the complexity of testing whether a biconnected graph G=(V, E) is planar with the
constraint that some cyclic orders of the edges incident to its vertices are allowed while …

A user study on hybrid graph visualizations

E Di Giacomo, W Didimo, F Montecchiani… - … Symposium on Graph …, 2021 - Springer
Hybrid visualizations mix different metaphors in a single layout of a network. In particular, the
popular NodeTrix model, introduced by Henry, Fekete, and McGuffin in 2007, combines …