Bettina Finzel

28 papers B 3C 1Misc 3Journal 16Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Correction: Generating Explanations for Conceptual Validation of Graph Neural Networks. Künstliche Intell. Bettina Finzel, Anna Saranti, Alessa Angerschmid, David E. Tafler, Bastian Pfeifer, Andreas Holzinger
2025	Misc	`conf`	Re-evaluating the Robustness and Interpretability of the Contrastive Explanations Method for Image Classification. KI Luisa Schneider, Bettina Finzel, Ute Schmid
2025	Misc	`conf`	Toward Simple and Robust Contrastive Explanations for Image Classification by Leveraging Instance Similarity and Concept Relevance. KI Yuliia Kaidashova, Bettina Finzel, Ute Schmid
2025	J	`jnl`	Toward Simple and Robust Contrastive Explanations for Image Classification by Leveraging Instance Similarity and Concept Relevance. CoRR Yuliia Kaidashova, Bettina Finzel, Ute Schmid
2025	J	`jnl`	Toward trustworthy AI with integrative explainable AI frameworks. it Inf. Technol. Bettina Finzel
2024	J	`jnl`	A comprehensive taxonomy for explainable artificial intelligence: a systematic survey of surveys on methods and concepts. Data Min. Knowl. Discov. Gesina Schwalbe, Bettina Finzel
2024	J	`jnl`	Human-Centered Explanations: Lessons Learned from Image Classification for Medical and Clinical Decision Making. Künstliche Intell. Bettina Finzel
2024	—	`conf`	Near Hit and Near Miss Example Explanations for Model Revision in Binary Image Classification. IDEAL (2) Bettina Finzel, Judith Knoblach, Anna Magdalena Thaler, Ute Schmid
2024	J	`jnl`	When a Relation Tells More Than a Concept: Exploring and Evaluating Classifier Decisions with CoReX. CoRR Bettina Finzel, Patrick Hilme, Johannes Rabold, Ute Schmid
2023	C	`conf`	Domain-Specific Evaluation of Visual Explanations for Application-Grounded Facial Expression Recognition. CD-MAKE Bettina Finzel, Ines Rieger, Simon Kuhn, Ute Schmid
2023	J	`jnl`	Explaining with Attribute-based and Relational Near Misses: An Interpretable Approach to Distinguishing Facial Expressions of Pain and Disgust. CoRR Bettina Finzel, Simon P. Kuhn, David E. Tafler, Ute Schmid
2023	J	`jnl`	Toward human-level concept learning: Pattern benchmarking for AI algorithms. Patterns Andreas Holzinger, Anna Saranti, Alessa Angerschmid, Bettina Finzel, Ute Schmid, Heimo Müller
2022	B	`conf`	CorrLoss: Integrating Co-Occurrence Domain Knowledge for Affect Recognition. ICPR Ines Rieger, Jaspar Pahl, Bettina Finzel, Ute Schmid
2022	J	`jnl`	CorrLoss: Integrating Co-Occurrence Domain Knowledge for Affect Recognition. CoRR Ines Rieger, Jaspar Pahl, Bettina Finzel, Ute Schmid
2022	B	`conf`	Explaining with Attribute-Based and Relational Near Misses: An Interpretable Approach to Distinguishing Facial Expressions of Pain and Disgust. ILP Bettina Finzel, Simon P. Kuhn, David E. Tafler, Ute Schmid
2022	J	`jnl`	Generating Explanations for Conceptual Validation of Graph Neural Networks: An Investigation of Symbolic Predicates Learned on Relevance-Ranked Sub-Graphs. Künstliche Intell. Bettina Finzel, Anna Saranti, Alessa Angerschmid, David E. Tafler, Bastian Pfeifer, Andreas Holzinger
2021	—	`conf`	Deriving Temporal Prototypes from Saliency Map Clusters for the Analysis of Deep-Learning-based Facial Action Unit Classification. LWDA Bettina Finzel, René Kollmann, Ines Rieger, Jaspar Pahl, Ute Schmid
2021	Misc	`conf`	Explanation as a Process: User-Centric Construction of Multi-level and Multi-modal Explanations. KI Bettina Finzel, David E. Tafler, Stephan Scheele, Ute Schmid
2021	J	`jnl`	Explanation as a process: user-centric construction of multi-level and multi-modal explanations. CoRR Bettina Finzel, David E. Tafler, Stephan Scheele, Ute Schmid
2021	—	`conf`	Multimodal Explanations for User-centric Medical Decision Support Systems. HUMAN@AAAI Fall Symposium Bettina Finzel, David Elias Tafler, Anna Magdalena Thaler, Ute Schmid
2021	J	`jnl`	XAI Method Properties: A (Meta-)study. CoRR Gesina Schwalbe, Bettina Finzel
2020	J	`jnl`	Mutual Explanations for Cooperative Decision Making in Medicine. Künstliche Intell. Ute Schmid, Bettina Finzel
2020	J	`jnl`	The Next Generation of Medical Decision Support: A Roadmap Toward Transparent Expert Companions. Frontiers Artif. Intell. Sebastian Bruckert, Bettina Finzel, Ute Schmid
2020	J	`jnl`	Uncovering the Bias in Facial Expressions. CoRR Jessica Deuschel, Bettina Finzel, Ines Rieger
2020	B	`conf`	Verifying Deep Learning-based Decisions for Facial Expression Recognition. ESANN Ines Rieger, Rene Kollmann, Bettina Finzel, Dominik Seuss, Ute Schmid
2020	J	`jnl`	Verifying Deep Learning-based Decisions for Facial Expression Recognition. CoRR Ines Rieger, Rene Kollmann, Bettina Finzel, Dominik Seuss, Ute Schmid
2018	—	`conf`	From beliefs to intention: mentoring as an approach to motivate female high school students to enrol in computer science studies. GenderIT Bettina Finzel, Hannah Deininger, Ute Schmid
2017	—	`conf`	Towards Understanding Mobility in Museums. BTW (Workshops) Golnaz Elmamooz, Bettina Finzel, Daniela Nicklas