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ORCIDAndreas P. Hinterreiter
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2020 – today
- 2024
[j11]Benedikt Leichtmann
, Andreas P. Hinterreiter, Christina Humer, Marc Streit, Martina Mara:
Explainable Artificial Intelligence Improves Human Decision-Making: Results from a Mushroom Picking Experiment at a Public Art Festival. Int. J. Hum. Comput. Interact. 40(17): 4787-4804 (2024)- [j10]Christina Humer, Andreas P. Hinterreiter, Benedikt Leichtmann, Martina Mara, Marc Streit:
Reassuring, Misleading, Debunking: Comparing Effects of XAI Methods on Human Decisions. ACM Trans. Interact. Intell. Syst. 14(3): 16:1-16:36 (2024) - [j9]Anna Scimone, Klaus Eckelt, Marc Streit, Andreas P. Hinterreiter:
Marjorie: Visualizing Type 1 Diabetes Data to Support Pattern Exploration. IEEE Trans. Vis. Comput. Graph. 30(1): 1216-1226 (2024) - 2023
- [j8]Andreas P. Hinterreiter, Christina Humer, Bernhard Kainz, Marc Streit:
ParaDime: A Framework for Parametric Dimensionality Reduction. Comput. Graph. Forum 42(3): 337-348 (2023) - [j7]Benedikt Leichtmann, Christina Humer, Andreas P. Hinterreiter, Marc Streit, Martina Mara:
Effects of Explainable Artificial Intelligence on trust and human behavior in a high-risk decision task. Comput. Hum. Behav. 139: 107539 (2023) - [j6]Vaishali Dhanoa, Conny Walchshofer, Andreas P. Hinterreiter, Eduard Gröller, Marc Streit:
Fuzzy Spreadsheet: Understanding and Exploring Uncertainties in Tabular Calculations. IEEE Trans. Vis. Comput. Graph. 29(2): 1463-1477 (2023) - [j5]Klaus Eckelt, Andreas P. Hinterreiter, Patrick Adelberger, Conny Walchshofer, Vaishali Dhanoa, Christina Humer, Moritz Heckmann, Christian Alexander Steinparz, Marc Streit:
Visual Exploration of Relationships and Structure in Low-Dimensional Embeddings. IEEE Trans. Vis. Comput. Graph. 29(7): 3312-3326 (2023) - [j4]Conny Walchshofer, Andreas P. Hinterreiter, Kai Xu, Holger Stitz, Marc Streit:
Provectories: Embedding-Based Analysis of Interaction Provenance Data. IEEE Trans. Vis. Comput. Graph. 29(12): 4816-4831 (2023) - [c5]Christian Alexander Steinparz, Andreas P. Hinterreiter, Marc Streit:
Visualizing Pairwise Feature Interactions in Neural Additive Models. EuroVis (Posters) 2023: 97-99 - 2022
- [j3]Vaishali Dhanoa, Conny Walchshofer, Andreas P. Hinterreiter, Holger Stitz, M. Eduard Gröller, Marc Streit:
A Process Model for Dashboard Onboarding. Comput. Graph. Forum 41(3): 501-513 (2022) - [j2]Andreas P. Hinterreiter, Peter Ruch, Holger Stitz, Martin Ennemoser, Jürgen Bernard, Hendrik Strobelt, Marc Streit:
ConfusionFlow: A Model-Agnostic Visualization for Temporal Analysis of Classifier Confusion. IEEE Trans. Vis. Comput. Graph. 28(2): 1222-1236 (2022) - [c4]Christina Humer, Mohamed Elharty, Andreas P. Hinterreiter, Marc Streit:
Interactive Attribution-based Explanations for Image Segmentation. EuroVis (Posters) 2022: 99-101 - [p1]Andreas P. Hinterreiter:
Visuelle Erklärungen hochdimensionaler und zeitabhängiger Prozesse. Ausgezeichnete Informatikdissertationen 2022: 91-100 - [i5]Andreas P. Hinterreiter, Christina Humer, Bernhard Kainz, Marc Streit:
ParaDime: A Framework for Parametric Dimensionality Reduction. CoRR abs/2210.04582 (2022) - 2021
- [j1]Andreas P. Hinterreiter, Christian Alexander Steinparz, Moritz Schöfl, Holger Stitz, Marc Streit:
Projection Path Explorer: Exploring Visual Patterns in Projected Decision-making Paths. ACM Trans. Interact. Intell. Syst. 11(3-4): 22:1-22:29 (2021) - 2020
- [c3]Andreas P. Hinterreiter, Marc Streit, Bernhard Kainz:
Projective Latent Interventions for Understanding and Fine-Tuning Classifiers. iMIMIC/MIL3ID/LABELS@MICCAI 2020: 13-22 - [c2]Michael Pühringer, Andreas P. Hinterreiter, Marc Streit:
InstanceFlow: Visualizing the Evolution of Classifier Confusion at the Instance Level. IEEE VIS (Short Papers) 2020: 291-295 - [i4]Andreas P. Hinterreiter, Christian Alexander Steinparz, Moritz Schöfl, Holger Stitz, Marc Streit:
Exploring Visual Patterns in Projected Human and Machine Decision-Making Paths. CoRR abs/2001.08372 (2020) - [i3]Andreas P. Hinterreiter, Marc Streit, Bernhard Kainz:
Projective Latent Space Decluttering. CoRR abs/2006.12902 (2020) - [i2]Michael Pühringer, Andreas P. Hinterreiter, Marc Streit:
InstanceFlow: Visualizing the Evolution of Classifier Confusion on the Instance Level. CoRR abs/2007.11353 (2020)
2010 – 2019
- 2019
- [c1]Christian Alexander Steinparz, Andreas P. Hinterreiter, Holger Stitz, Marc Streit:
Visualization of Rubik's Cube Solution Algorithms. EuroVA@EuroVis 2019: 19-23 - [i1]Andreas P. Hinterreiter, Peter Ruch, Holger Stitz, Martin Ennemoser, Jürgen Bernard, Hendrik Strobelt, Marc Streit:
ConfusionFlow: A model-agnostic visualization for temporal analysis of classifier confusion. CoRR abs/1910.00969 (2019)
Coauthor Index
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