100 citations · 592 across the 42 of their papers we have counts for
4 papers · 1 filter
A Visual Analytics Framework for Contrastive Network Analysis
Takanori Fujiwara, Jian Zhao, Francine Chen +1
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 protein intera…
A Deep Generative Model for Graph Layout
Oh-Hyun Kwon, Kwan-Liu Ma
Different layouts can characterize different aspects of the same graph. Finding a "good" layout of a graph is thus an important task for graph visualization. In practice, users oft…
What Would a Graph Look Like in This Layout? A Machine Learning Approach to Large Graph Visualization
Oh-Hyun Kwon, Tarik Crnovrsanin, Kwan-Liu Ma
Using different methods for laying out a graph can lead to very different visual appearances, with which the viewer perceives different information. Selecting a "good" layout metho…
ContactTrees: A Technique for Studying Personal Network Data
Arnaud Sallaberry, Yang-Chih Fu, Hwai-Chung Ho +1
Network visualization allows a quick glance at how nodes (or actors) are connected by edges (or ties). A conventional network diagram of "contact tree" maps out a root and branches…