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2020 – today
- 2024
[j1]Teodor Chiaburu, Frank Haußer
, Felix Bießmann:
Uncertainty in XAI: Human Perception and Modeling Approaches. Mach. Learn. Knowl. Extr. 6(2): 1170-1192 (2024)- [c2]Teodor Chiaburu, Frank Haußer, Felix Bießmann:
CoProNN: Concept-Based Prototypical Nearest Neighbors for Explaining Vision Models. xAI (1) 2024: 69-91 - [i7]Teodor Chiaburu, Felix Biessmann:
Interpretable Time Series Models for Wastewater Modeling in Combined Sewer Overflows. CoRR abs/2401.02465 (2024) - [i6]Teodor Chiaburu, Frank Haußer, Felix Bießmann:
CoProNN: Concept-based Prototypical Nearest Neighbors for Explaining Vision Models. CoRR abs/2404.14830 (2024) - [i5]Danja Brandt, Martin Tschaikner, Teodor Chiaburu, Henning Schmidt, Ilona Schrimpf, Alexandra Stadel, Ingeborg E. Beckers, Frank Haußer:
Low Cost Machine Vision for Insect Classification. CoRR abs/2404.17488 (2024) - [i4]Martin Tschaikner, Danja Brandt, Henning Schmidt, Felix Bießmann, Teodor Chiaburu, Ilona Schrimpf, Thomas Schrimpf, Alexandra Stadel, Frank Haußer, Ingeborg E. Beckers:
Multisensor Data Fusion for Automatized Insect Monitoring (KInsecta). CoRR abs/2404.18504 (2024) - [i3]Vipin Singh, Tianheng Ling, Teodor Chiaburu, Felix Biessmann:
Data-driven Modeling of Combined Sewer Systems for Urban Sustainability: An Empirical Evaluation. CoRR abs/2408.11619 (2024) - [i2]Teodor Chiaburu, Frank Haußer, Felix Bießmann:
Confident Teacher, Confident Student? A Novel User Study Design for Investigating the Didactic Potential of Explanations and their Impact on Uncertainty. CoRR abs/2409.17157 (2024) - 2023
- [c1]Danja Brandt, Martin Tschaikner, Teodor Chiaburu, Henning Schmidt, Ilona Schrimpf, Alexandra Stadel, Ingeborg E. Beckers, Frank Haußer:
Low Cost Machine Vision for Insect Classification. IntelliSys (3) 2023: 18-34 - 2022
- [i1]Teodor Chiaburu, Felix Biessmann, Frank Haußer:
Towards ML Methods for Biodiversity: A Novel Wild Bee Dataset and Evaluations of XAI Methods for ML-Assisted Rare Species Annotations. CoRR abs/2206.07497 (2022)
Coauthor Index
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