81 citations · 188 across the 15 of their papers we have counts for
15 papers
Better Together? The Role of Explanations in Supporting Novices in Individual and Collective Deliberations about AI
Timothée Schmude, Laura Koesten, Torsten Möller +1
Deploying AI systems in public institutions can have far-reaching consequences for many people, making it a matter of public interest. Providing opportunities for stakeholders to c…
An Image-based Typology for Visualization
Jian Chen, Petra Isenberg, Robert S. Laramee +4
We present and discuss the results of a qualitative analysis of visualization images to derive an image-based typology of visualizations. For each image, we seek to identify its ma…
Information That Matters: Exploring Information Needs of People Affected by Algorithmic Decisions
Timothée Schmude, Laura Koesten, Torsten Möller +1
Every AI system that makes decisions about people has a group of stakeholders that are personally affected by these decisions. However, explanations of AI systems rarely address th…
The Gulf of Interpretation: From Chart to Message and Back Again
Christian Knoll, Torsten Möller, Kathleen Gregory +1
Charts are used to communicate data visually, but often, we do not know whether a chart's intended message aligns with the message readers perceive. In this mixed-methods study, we…
Practitioners' Perspectives on Designing Data Visualizations for the General Public
Regina Schuster, Kathleen Gregory, Torsten Möller +1
Public-facing data visualizations can play a vital role in making complex information clear and engaging, thereby encouraging informed public discourse and participation. However,…
On the Impact of Explanations on Understanding of Algorithmic Decision-Making
Timothée Schmude, Laura Koesten, Torsten Möller +1
Ethical principles for algorithms are gaining importance as more and more stakeholders are affected by "high-risk" algorithmic decision-making (ADM) systems. Understanding how thes…
"Being Simple on Complex Issues" -- Accounts on Visual Data Communication about Climate Change
Regina Schuster, Kathleen Gregory, Torsten Möller +1
Data visualizations play a critical role in both communicating scientific evidence about climate change and in stimulating engagement and action. To investigate how visualizations…
Not As Easy As You Think -- Experiences and Lessons Learnt from Trying to Create a Bottom-Up Visualization Image Typology
Jian Chen, Petra Isenberg, Robert S. Laramee +4
We present and discuss the results of a two-year qualitative analysis of images published in IEEE Visualization (VIS) papers. Specifically, we derive a typology of 13 visualization…
FuNNscope: Visual microscope for interactively exploring the loss landscape of fully connected neural networks
Aleksandar Doknic, Torsten Möller
Despite their effective use in various fields, many aspects of neural networks are poorly understood. One important way to investigate the characteristics of neural networks is to…
VIS30K: A Collection of Figures and Tables from IEEE Visualization Conference Publications
Jian Chen, Meng Ling, Rui Li +8
We present the VIS30K dataset, a collection of 29,689 images that represents 30 years of figures and tables from each track of the IEEE Visualization conference series (Vis, SciVis…
embComp: Visual Interactive Comparison of Vector Embeddings
Florian Heimerl, Christoph Kralj, Torsten Möller +1
This paper introduces embComp, a novel approach for comparing two embeddings that capture the similarity between objects, such as word and document embeddings. We survey scenarios…
Nonuniform Timeslicing of Dynamic Graphs Based on Visual Complexity
Yong Wang, Daniel Archambault, Hammad Haleem +3
Uniform timeslicing of dynamic graphs has been used due to its convenience and uniformity across the time dimension. However, uniform timeslicing does not take the data set into ac…
cellPACKexplorer: Interactive Model Building for Volumetric Data of Complex Cells
M. Schwarzl, L. Autin, G. Johnson +2
Given an algorithm the quality of the output largely depends on a proper specification of the input parameters. A lot of work has been done to analyze tasks related to using a fixe…
Toward a deeper understanding of Visualization through keyword analysis
Petra Isenberg, Tobias Isenberg, Michael Sedlmair +2
We present the results of a comprehensive analysis of visualization paper keywords supplied for 4366 papers submitted to five main visualization conferences. We describe main keywo…
Paraglide: Interactive Parameter Space Partitioning for Computer Simulations
Steven Bergner, Michael Sedlmair, Sareh Nabi +2
In this paper we introduce paraglide, a visualization system designed for interactive exploration of parameter spaces of multi-variate simulation models. To get the right parameter…