69 citations · 350 across the 44 of their papers we have counts for
5 papers · 1 filter
Neo: Generalizing Confusion Matrix Visualization to Hierarchical and Multi-Output Labels
Jochen Görtler, Fred Hohman, Dominik Moritz +5
The confusion matrix, a ubiquitous visualization for helping people evaluate machine learning models, is a tabular layout that compares predicted class labels against actual class…
An Automated Approach to Reasoning About Task-Oriented Insights in Responsive Visualization
Hyeok Kim, Ryan Rossi, Abhraneel Sarma +2
Authors often transform a large screen visualization for smaller displays through rescaling, aggregation and other techniques when creating visualizations for both desktop and mobi…
Design Patterns and Trade-Offs in Responsive Visualization for Communication
Hyeok Kim, Dominik Moritz, Jessica Hullman
Increased access to mobile devices motivates the need to design communicative visualizations that are responsive to varying screen sizes. However, relatively little design guidance…
PIXLISE-C: Exploring The Data Analysis Needs of NASA Scientists for Mineral Identification
Connie Ye, Lukas Hermann, Nur Yildirim +3
NASA JPL scientists working on the micro x-ray fluorescence (microXRF) spectroscopy data collected from Mars surface perform data analysis to look for signs of past microbial life…
AI4VIS: Survey on Artificial Intelligence Approaches for Data Visualization
Aoyu Wu, Yun Wang, Xinhuan Shu +5
Visualizations themselves have become a data format. Akin to other data formats such as text and images, visualizations are increasingly created, stored, shared, and (re-)used with…