276 citations · 1.2k across the 16 of their papers we have counts for
16 papers
BiaScope: Visual Unfairness Diagnosis for Graph Embeddings
Agapi Rissaki, Bruno Scarone, David Liu +4
The issue of bias (i.e., systematic unfairness) in machine learning models has recently attracted the attention of both researchers and practitioners. For the graph mining communit…
Visualization in Astrophysics: Developing New Methods, Discovering Our Universe, and Educating the Earth
Fangfei Lan, Michael Young, Lauren Anderson +6
We present a state-of-the-art report on visualization in astrophysics. We survey representative papers from both astrophysics and visualization and provide a taxonomy of existing a…
Evaluating the Effect of Timeline Shape on Visualization Task Performance
Sara Di Bartolomeo, Aditeya Pandey, Aristotelis Leventidis +6
Timelines are commonly represented on a horizontal line, which is not necessarily the most effective way to visualize temporal event sequences. However, few experiments have evalua…
Data Comets: Designing a Visualization Tool for Analyzing Autonomous Aerial Vehicle Logs with Grounded Evaluation
David Saffo, Aristotelis Leventidis, Twinkle Jain +2
Autonomous unmanned aerial vehicles are complex systems of hardware, software, and human input. Understanding this complexity is key to their development and operation. Information…
Digital Collaborator: Augmenting Task Abstraction in Visualization Design with Artificial Intelligence
Aditeya Pandey, Yixuan Zhang, John A. Guerra-Gomez +2
In the task abstraction phase of the visualization design process, including in "design studies", a practitioner maps the observed domain goals to generalizable abstract tasks usin…
CerebroVis: Designing an Abstract yet Spatially Contextualized Cerebral Arteries Network Visualization
Aditeya Pandey, Harsh Shukla, Geoffrey S. Young +6
Blood circulation in the human brain is supplied through a network of cerebral arteries. If a clinician suspects a patient has a stroke or other cerebrovascular condition they orde…