Andreas P. Hinterreiter

According to our database, Andreas P. Hinterreiter authored at least 20 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Reassuring, Misleading, Debunking: Comparing Effects of XAI Methods on Human Decisions.

Christina Humer, Andreas P. Hinterreiter, Benedikt Leichtmann, Martina Mara, Marc Streit

ACM Trans. Interact. Intell. Syst., September, 2024

Explainable Artificial Intelligence Improves Human Decision-Making: Results from a Mushroom Picking Experiment at a Public Art Festival.

Benedikt Leichtmann, Andreas P. Hinterreiter, Christina Humer, Marc Streit, Martina Mara

Int. J. Hum. Comput. Interact., September, 2024

Marjorie: Visualizing Type 1 Diabetes Data to Support Pattern Exploration.

Anna Scimone, Klaus Eckelt, Marc Streit, Andreas P. Hinterreiter

IEEE Trans. Vis. Comput. Graph., January, 2024

2023

Provectories: Embedding-Based Analysis of Interaction Provenance Data.

Conny Walchshofer, Andreas P. Hinterreiter, Kai Xu, Holger Stitz, Marc Streit

IEEE Trans. Vis. Comput. Graph., December, 2023

Visual Exploration of Relationships and Structure in Low-Dimensional Embeddings.

Klaus Eckelt, Andreas P. Hinterreiter, Patrick Adelberger, Conny Walchshofer, Vaishali Dhanoa, Christina Humer, Moritz Heckmann, Christian Alexander Steinparz, Marc Streit

IEEE Trans. Vis. Comput. Graph., July, 2023

ParaDime: A Framework for Parametric Dimensionality Reduction.

Andreas P. Hinterreiter, Christina Humer, Bernhard Kainz, Marc Streit

Comput. Graph. Forum, June, 2023

Fuzzy Spreadsheet: Understanding and Exploring Uncertainties in Tabular Calculations.

Vaishali Dhanoa, Conny Walchshofer, Andreas P. Hinterreiter, Eduard Gröller, Marc Streit

IEEE Trans. Vis. Comput. Graph., 2023

Effects of Explainable Artificial Intelligence on trust and human behavior in a high-risk decision task.

Benedikt Leichtmann, Christina Humer, Andreas P. Hinterreiter, Marc Streit, Martina Mara

Comput. Hum. Behav., 2023

Visualizing Pairwise Feature Interactions in Neural Additive Models.

Christian Alexander Steinparz, Andreas P. Hinterreiter, Marc Streit

Proceedings of the 25th Eurographics Conference on Visualization, 2023

2022

Visuelle Erklärungen hochdimensionaler und zeitabhängiger Prozesse.

Andreas P. Hinterreiter

Ausgezeichnete Informatikdissertationen, 2022

ConfusionFlow: A Model-Agnostic Visualization for Temporal Analysis of Classifier Confusion.

Andreas P. Hinterreiter, Peter Ruch, Holger Stitz, Martin Ennemoser, Jürgen Bernard, Hendrik Strobelt, Marc Streit

IEEE Trans. Vis. Comput. Graph., 2022

A Process Model for Dashboard Onboarding.

Vaishali Dhanoa, Conny Walchshofer, Andreas P. Hinterreiter, Holger Stitz, M. Eduard Gröller, Marc Streit

Comput. Graph. Forum, 2022

Interactive Attribution-based Explanations for Image Segmentation.

Christina Humer, Mohamed Elharty, Andreas P. Hinterreiter, Marc Streit

Proceedings of the 24th Eurographics Conference on Visualization, 2022

2021

Projection Path Explorer: Exploring Visual Patterns in Projected Decision-making Paths.

Andreas P. Hinterreiter, Christian Alexander Steinparz, Moritz Schöfl, Holger Stitz, Marc Streit

ACM Trans. Interact. Intell. Syst., 2021

2020

InstanceFlow: Visualizing the Evolution of Classifier Confusion on the Instance Level.

Michael Pühringer, Andreas P. Hinterreiter, Marc Streit

CoRR, 2020

Projective Latent Space Decluttering.

Andreas P. Hinterreiter, Marc Streit, Bernhard Kainz

CoRR, 2020

Exploring Visual Patterns in Projected Human and Machine Decision-Making Paths.

Andreas P. Hinterreiter, Christian Alexander Steinparz, Moritz Schöfl, Holger Stitz, Marc Streit

CoRR, 2020

InstanceFlow: Visualizing the Evolution of Classifier Confusion at the Instance Level.

Michael Pühringer, Andreas P. Hinterreiter, Marc Streit

Proceedings of the 31st IEEE Visualization Conference, 2020

Projective Latent Interventions for Understanding and Fine-Tuning Classifiers.

Andreas P. Hinterreiter, Marc Streit, Bernhard Kainz

Proceedings of the Interpretable and Annotation-Efficient Learning for Medical Image Computing, 2020

2019

Visualization of Rubik's Cube Solution Algorithms.

Christian Alexander Steinparz, Andreas P. Hinterreiter, Holger Stitz, Marc Streit

Proceedings of the 10th International EuroVis Workshop on Visual Analytics, 2019