1 citations · 1 across the 2 of their papers we have counts for
5 papers
Developing Effective Community Network Analysis Tools According to Visualization Psychology
Darren J. Edwards, Min Chen
Visualization is a useful technology in health science, and especially for community network analysis. Because visualization applications in healthcare are typically risk-averse, h…
The Huge Variable Space in Empirical Studies for Visualization -- A Challenge as well as an opportunity for Visualization Psychology
Min Chen, Alfie Abdul-Rahman, David H. Laidlaw
In each of the last five years, a few dozen empirical studies appeared in visualization journals and conferences. The existing empirical studies have already featured a large numbe…
HypoML: Visual Analysis for Hypothesis-based Evaluation of Machine Learning Models
Qianwen Wang, William Alexander, Jack Pegg +2
In this paper, we present a visual analytics tool for enabling hypothesis-based evaluation of machine learning (ML) models. We describe a novel ML-testing framework that combines t…
Visual Abstraction
Ivan Viola, Min Chen, Tobias Isenberg
In this article we revisit the concept of abstraction as it is used in visualization and put it on a solid formal footing. While the term \emph{abstraction} is utilized in many sci…
Juxtaposing Controlled Empirical Studies in Visualization with Topic Developments in Psychology
Alfie Abdul-Rahman, Rita Borgo, Min Chen +2
Empirical studies form an integral part of visualization research. Not only can they facilitate the evaluation of various designs, techniques, systems, and practices in visualizati…