38 citations · 99 across the 21 of their papers we have counts for
3 papers · 1 filter
Untangling Force-Directed Layouts Using Persistent Homology
Bhavana Doppalapudi, Bei Wang, Paul Rosen
Force-directed layouts belong to a popular class of methods used to position nodes in a node-link diagram. However, they typically lack direct consideration of global structures, w…
Automatic Scatterplot Design Optimization for Clustering Identification
Ghulam Jilani Quadri, Jennifer Adorno Nieves, Brenton M. Wiernik +1
Scatterplots are among the most widely used visualization techniques. Compelling scatterplot visualizations improve understanding of data by leveraging visual perception to boost a…
Topological Deep Learning: Going Beyond Graph Data
Mustafa Hajij, Ghada Zamzmi, Theodore Papamarkou +11
Topological deep learning is a rapidly growing field that pertains to the development of deep learning models for data supported on topological domains such as simplicial complexes…