Bettina Finzel

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 20

Top Topics

Medical Decision Support

Expression Recognition

Facial Expressions

Top Venues

Künstliche Intell.

Publications

Bettina Finzel, Patrick Hilme, Johannes Rabold, Ute Schmid
When a Relation Tells More Than a Concept: Exploring and Evaluating Classifier Decisions with CoReX. CoRR (2024)
Bettina Finzel, Ines Rieger, Simon Kuhn, Ute Schmid
Domain-Specific Evaluation of Visual Explanations for Application-Grounded Facial Expression Recognition. CD-MAKE (2023)
Bettina Finzel, Simon P. Kuhn, David E. Tafler, Ute Schmid
Explaining with Attribute-based and Relational Near Misses: An Interpretable Approach to Distinguishing Facial Expressions of Pain and Disgust. CoRR (2023)
Andreas Holzinger, Anna Saranti, Alessa Angerschmid, Bettina Finzel, Ute Schmid, Heimo Müller
Toward human-level concept learning: Pattern benchmarking for AI algorithms. Patterns 4 (8) (2023)
Ines Rieger, Jaspar Pahl, Bettina Finzel, Ute Schmid
CorrLoss: Integrating Co-Occurrence Domain Knowledge for Affect Recognition. CoRR (2022)
Bettina Finzel, Simon P. Kuhn, David E. Tafler, Ute Schmid
Explaining with Attribute-Based and Relational Near Misses: An Interpretable Approach to Distinguishing Facial Expressions of Pain and Disgust. ILP (2022)
Bettina Finzel, Anna Saranti, Alessa Angerschmid, David E. Tafler, Bastian Pfeifer, Andreas Holzinger
Generating Explanations for Conceptual Validation of Graph Neural Networks: An Investigation of Symbolic Predicates Learned on Relevance-Ranked Sub-Graphs. Künstliche Intell. 36 (3) (2022)
Ines Rieger, Jaspar Pahl, Bettina Finzel, Ute Schmid
CorrLoss: Integrating Co-Occurrence Domain Knowledge for Affect Recognition. ICPR (2022)
Bettina Finzel, David E. Tafler, Stephan Scheele, Ute Schmid
Explanation as a process: user-centric construction of multi-level and multi-modal explanations. CoRR (2021)
Bettina Finzel, David E. Tafler, Stephan Scheele, Ute Schmid
Explanation as a Process: User-Centric Construction of Multi-level and Multi-modal Explanations. KI (2021)
Bettina Finzel, René Kollmann, Ines Rieger, Jaspar Pahl, Ute Schmid
Deriving Temporal Prototypes from Saliency Map Clusters for the Analysis of Deep-Learning-based Facial Action Unit Classification. LWDA (2021)
Gesina Schwalbe, Bettina Finzel
XAI Method Properties: A (Meta-)study. CoRR (2021)
Bettina Finzel, David Elias Tafler, Anna Magdalena Thaler, Ute Schmid
Multimodal Explanations for User-centric Medical Decision Support Systems. HUMAN@AAAI Fall Symposium (2021)
Ute Schmid, Bettina Finzel
Mutual Explanations for Cooperative Decision Making in Medicine. Künstliche Intell. 34 (2) (2020)
Ines Rieger, Rene Kollmann, Bettina Finzel, Dominik Seuss, Ute Schmid
Verifying Deep Learning-based Decisions for Facial Expression Recognition. ESANN (2020)
Jessica Deuschel, Bettina Finzel, Ines Rieger
Uncovering the Bias in Facial Expressions. CoRR (2020)
Sebastian Bruckert, Bettina Finzel, Ute Schmid
The Next Generation of Medical Decision Support: A Roadmap Toward Transparent Expert Companions. Frontiers Artif. Intell. 3 (2020)
Ines Rieger, Rene Kollmann, Bettina Finzel, Dominik Seuss, Ute Schmid
Verifying Deep Learning-based Decisions for Facial Expression Recognition. CoRR (2020)
Bettina Finzel, Hannah Deininger, Ute Schmid
From beliefs to intention: mentoring as an approach to motivate female high school students to enrol in computer science studies. GenderIT (2018)
Golnaz Elmamooz, Bettina Finzel, Daniela Nicklas
Towards Understanding Mobility in Museums. BTW (Workshops) (2017)