Christina Humer

According to our database, Christina Humer authored at least 10 papers between 2022 and 2024.

Collaborative distances:

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

2024

CIME4R: Exploring iterative, AI-guided chemical reaction optimization campaigns in their parameter space.

Christina Humer, Rachel Nicholls, Henry Heberle, Moritz Heckmann, Michael Pühringer, Thomas Wolf, Maximilian Lübbesmeyer, Julian Heinrich, Julius Hillenbrand, Giulio Volpin, Marc Streit

J. Cheminformatics, December, 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

The Tree of Diffusion Life: Evolutionary Embeddings to Understand the Generation Process of Diffusion Models.

Vidya Prasad, Hans Van Gorp, Christina Humer, Anna Vilanova, Nicola Pezzotti

CoRR, 2024

Spin-Wave Voices: Sonification of Nanoscale Spin Waves as an Engagement and Research Tool.

Santa Pile, Oleg Lesota, Silvan David Peter, Christina Humer, Martin Gasser

CoRR, 2024

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

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

2022

ChemInformatics Model Explorer (CIME): exploratory analysis of chemical model explanations.

Christina Humer, Henry Heberle, Floriane Montanari, Thomas Wolf, Florian Huber, Ryan Henderson, Julian Heinrich, Marc Streit

J. Cheminformatics, 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