We present a systematic review on three comparative layouts-juxtaposition, superposition,
and explicit-encoding-which are information visualization (InfoVis) layouts designed to …

For decades, researchers in information visualisation and graph drawing have focused on
develo** techniques for the layout and display of very large and complex networks …

From social networks to brain connectivity, ego networks are a simple yet powerful approach
to visualizing parts of a larger graph, ie those related to a selected focal node—the so-called …

Consider a multi-dimensional spatio-temporal (ST) dataset where each entry is a numerical
measure defined by the corresponding temporal, spatial and other domain-specific …

Visualizing small‐world networks such as protein‐protein interaction networks or social
networks often leads to visual clutter and limited interpretability. To overcome these …

Egocentric networks, often visualized as node-link diagrams, portray the complex
relationship (link) dynamics between an entity (node) and others. However, common …

A common network analysis task is comparison of two networks to identify unique
characteristics in one network with respect to the other. For example, when comparing …

In heterogeneous graphs (HGs), which offer richer network and semantic insights compared
to homogeneous graphs, the Metapath technique serves as an essential tool for data …

Synthetic Lethal (SL) relationships, though rare among the vast array of gene combinations,
hold substantial promise for targeted cancer therapy. Despite advancements in AI model …

Comprehensively evaluating and comparing researchers' academic performance is
complicated due to the intrinsic complexity of scholarly data. Different scholarly evaluation …