From the 2 of 6 linked papers with an AI index.
6 papers
A Data-Centric Perspective on Tree Visualizations
Manling Yang, Alexandra Scott, Chris Ahn +4
Tree visualization (TreeVis) techniques span diverse designs. Existing taxonomies organize them by visual characteristics such as layout dimensionality, edge representation, and no…
ZipLine: Visual Analysis of Multivariate Graphs with Predicate Logic
Sjoerd Vink, Suyang Li, Brian Montambault +3
ZipLine is an interactive visual analytics system that lets users define and learn predicates linking graph topology, node attributes, and neighborhood relations, enabling integrat…
GraphPolaris: A System for Query, Analysis, and Visualization of Graph Databases
Michael Behrisch, Sjoerd Vink, Leonardo Christino +1
GraphPolaris is a no‑code visual analytics system that lets users interactively query, explore, and visualize graph databases using a formal query language (GPQL) without programmi…
Visual Decoding Operators: Towards a Compositional Theory of Visualization Perception
Sheng Long, Remco Chang, Eugene Wu +2
Prior work on perceptual effectiveness has decomposed visualizations into smaller common units (e.g., channels such as angle, position, and length) to establish rankings. While use…
LatentGandr: Visual Exploration of Generative AI Latent Space via Local Embeddings
Mingwei Li, Suyang Li, Daisuke Sakurai +2
Generative AI has demonstrated significant potential in creative design, enabling the rapid generation of visual content and imaginative concepts. Although deep AI models achieve e…
A Typology of Decision-Making Tasks for Visualization
Camelia D. Brumar, Sam Molnar, Gabriel Appleby +2
Despite decision-making being a vital goal of data visualization, little work has been done to differentiate decision-making tasks within the field. While visualization task taxono…