research
∙
05/26/2023
Applying Interdisciplinary Frameworks to Understand Algorithmic Decision-Making
We argue that explanations for "algorithmic decision-making" (ADM) syste...
share
research
∙
05/06/2023
"The main message is that sustainability would help" – Reflections on takeaway messages of climate change data visualizations
How do different audiences make sense of climate change data visualizati...
research
∙
04/12/2023
What is the message? Perspectives on Visual Data Communication
Data visualizations are used to communicate messages to diverse audience...
research
∙
02/16/2023
On the Impact of Explanations on Understanding of Algorithmic Decision-Making
Ethical principles for algorithms are gaining importance as more and mor...
research
∙
11/18/2022
"Being Simple on Complex Issues” – An Expert View on Visual Data Communication of Climate Change
Despite overwhelming scientific consensus concerning the threatening imp...
research
∙
04/09/2022
FuNNscope: Visual microscope for interactively exploring the loss landscape of fully connected neural networks
Despite their effective use in various fields, many aspects of neural ne...
research
∙
04/04/2022
Sensitive vPSA – Exploring Sensitivity in Visual Parameter Space Analysis
The sensitivity of parameters in computational science problems is diffi...
research
∙
09/14/2021
Histogram binning revisited with a focus on human perception
This paper presents a quantitative user study to evaluate how well users...
research
∙
05/20/2021
Document Domain Randomization for Deep Learning Document Layout Extraction
We present document domain randomization (DDR), the first successful tra...
research
∙
12/22/2020
VIS30K: A Collection of Figures and Tables from IEEE Visualization Conference Publications
We present the VIS30K dataset, a collection of 29,689 images that repres...
research
∙
11/05/2019
