activity
20172023
most citedConfusionFlow: A model-agnostic visualization for temporal analysis of classifier confusion

59 citations · 134 across the 6 of their papers we have counts for

collaborators

6 papers

cs.HC2023

VisAhoi: Towards a Library to Generate and Integrate Visualization Onboarding Using High-level Visualization Grammars

Christina Stoiber, Daniela Moitzi, Holger Stitz +5

Visualization onboarding supports users in reading, interpreting, and extracting information from visual data representations. General-purpose onboarding tools and libraries are ap…

cs.HC2022★ 3 cited

Visualization Onboarding Grounded in Educational Theories

Christina Stoiber, Markus Wagner, Florian Grassinger +5

The aim of visualization is to support people in dealing with large and complex information structures, to make these structures more comprehensible, facilitate exploration, and en…

cs.HC2022

Comparative Evaluations of Visualization Onboarding Methods

Christina Stoiber, Conny Walchshofer, Margit Pohl +5

Comprehending and exploring large and complex data is becoming increasingly important for users in a wide range of application domains. Still, non-experts in visual data analysis o…

cs.AI2020★ 26 cited

ProjectionPathExplorer: Exploring Visual Patterns in Projected Decision-Making Paths

Andreas Hinterreiter, Christian Steinparz, Moritz Schöfl +2

In problem-solving, a path towards solutions can be viewed as a sequence of decisions. The decisions, made by humans or computers, describe a trajectory through a high-dimensional…

cs.LG2019★ 59 cited

ConfusionFlow: A model-agnostic visualization for temporal analysis of classifier confusion

Andreas Hinterreiter, Peter Ruch, Holger Stitz +4

Classifiers are among the most widely used supervised machine learning algorithms. Many classification models exist, and choosing the right one for a given task is difficult. Durin…

cs.HC2017★ 46 cited

Taggle: Combining Overview and Details in Tabular Data Visualizations

Katarina Furmanova, Samuel Gratzl, Holger Stitz +4

Most tabular data visualization techniques focus on overviews, yet many practical analysis tasks are concerned with investigating individual items of interest. At the same time, re…