3 citations · 13 across the 26 of their papers we have counts for
4 papers · 1 filter
Multicriteria Scalable Graph Drawing via Stochastic Gradient Descent,
Reyan Ahmed, Felice De Luca, Sabin Devkota +2
Readability criteria, such as distance or neighborhood preservation, are often used to optimize node-link representations of graphs to enable the comprehension of the underlying da…
UnProjection: Leveraging Inverse-Projections for Visual Analytics of High-Dimensional Data
Mateus Espadoto, Gabriel Appleby, Ashley Suh +6
Projection techniques are often used to visualize high-dimensional data, allowing users to better understand the overall structure of multi-dimensional spaces on a 2D screen. Altho…
Comparing Deep Neural Nets with UMAP Tour
Mingwei Li, Carlos Scheidegger
Neural networks should be interpretable to humans. In particular, there is a growing interest in concepts learned in a layer and similarity between layers. In this work, a tool, UM…
Visualizing Evolving Trees
Kathryn Gray, Mingwei Li, Reyan Ahmed +1
Evolving trees arise in many real-life scenarios from computer file systems and dynamic call graphs, to fake news propagation and disease spread. Most layout algorithms for static…