Christina Humer

Christina Humer

I am a PhD Student and Project Assistant at the Visual Data Science Lab. Before that, I studied Computer Science at Johannes Kepler University and finished the Masters Program with focus on Data Science in August 2020. In my Master Thesis, my research focused on Semantic Image Segmentation and Image Classification in the area of bark beetle detection.

My research topics at the Visual Data Science Lab include Machine Learning Interpretability and - in general - Explainable AI.


DI Christina Humer
Project Assistant

  • Johannes Kepler University Linz
    Institute of Computer Graphics
    Altenberger Stra├če 69
    Computer Science Building, 0307
    A-4040 Linz, Austria
  • +43 732 2468 6638
  • ginihumer



Peer-Reviewed Journal and Conference Papers

CIME screenshot

Christina Humer, Henry Heberle, Floriane Montanari, Thomas Wolf, Florian Huber, Ryan Henderson, Julian Heinrich, Marc Streit
ChemInformatics Model Explorer (CIME): Exploratory Analysis of Chemical Model Explanations
Journal of Cheminformatics, 2022


Selected Abstracts and Posters

Christina Humer, Mohamed Elharty, Andreas Hinterreiter, Marc Streit,
Interactive Attribution-based Explanations for Image Segmentation   Abstract     Poster     Video  
EG Conference on Visualization (EuroVis '22), Rome, IT, 2022.