Teodor Chiaburu

17 papers Journal 13Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
No Single Metric Tells the Whole Story: A Multi-Dimensional Evaluation Framework for Uncertainty Attributions.
CoRR
Emily Schiller, Teodor Chiaburu, Marco Zullich, Luca Longo
2025 J jnl
Evaluating Time Series Models for Urban Wastewater Management: Predictive Performance, Model Complexity and Resilience.
CoRR
Vipin Singh, Tianheng Ling, Teodor Chiaburu, Felix Biessmann
2025 J jnl
SoilNet: A Multimodal Multitask Model for Hierarchical Classification of Soil Horizons.
CoRR
Teodor Chiaburu, Vipin Singh, Frank Haußer, Felix Bießmann
2025 — conf
Uncertainty Propagation in XAI: A Comparison of Analytical and Empirical Estimators.
xAI (5)
Teodor Chiaburu, Felix Bießmann, Frank Haußer
2025 J jnl
Uncertainty Propagation in XAI: A Comparison of Analytical and Empirical Estimators.
CoRR
Teodor Chiaburu, Felix Bießmann, Frank Haußer
2025 J jnl
Uncertainty-Guided Expert-AI Collaboration for Efficient Soil Horizon Annotation.
CoRR
Teodor Chiaburu, Vipin Singh, Frank Haußer, Felix Bießmann
2024 — conf
CoProNN: Concept-Based Prototypical Nearest Neighbors for Explaining Vision Models.
xAI (1)
Teodor Chiaburu, Frank Haußer, Felix Bießmann
2024 J jnl
CoProNN: Concept-based Prototypical Nearest Neighbors for Explaining Vision Models.
CoRR
Teodor Chiaburu, Frank Haußer, Felix Bießmann
2024 J jnl
Confident Teacher, Confident Student? A Novel User Study Design for Investigating the Didactic Potential of Explanations and their Impact on Uncertainty.
CoRR
Teodor Chiaburu, Frank Haußer, Felix Bießmann
2024 — conf
Data-driven Modeling of Combined Sewer Systems for Urban Sustainability: An Empirical Evaluation.
PI-AI@KI
Vipin Singh, Tianheng Ling, Teodor Chiaburu, Felix Biessmann
2024 J jnl
Data-driven Modeling of Combined Sewer Systems for Urban Sustainability: An Empirical Evaluation.
CoRR
Vipin Singh, Tianheng Ling, Teodor Chiaburu, Felix Biessmann
2024 J jnl
Interpretable Time Series Models for Wastewater Modeling in Combined Sewer Overflows.
CoRR
Teodor Chiaburu, Felix Biessmann
2024 J jnl
Low Cost Machine Vision for Insect Classification.
CoRR
Danja Brandt, Martin Tschaikner, Teodor Chiaburu, Henning Schmidt, Ilona Schrimpf, Alexandra Stadel, Ingeborg E. Beckers, Frank Haußer
2024 J jnl
Multisensor Data Fusion for Automatized Insect Monitoring (KInsecta).
CoRR
Martin Tschaikner, Danja Brandt, Henning Schmidt, Felix Bießmann, Teodor Chiaburu, Ilona Schrimpf, Thomas Schrimpf, Alexandra Stadel, Frank Haußer, Ingeborg E. Beckers
2024 J jnl
Uncertainty in XAI: Human Perception and Modeling Approaches.
Mach. Learn. Knowl. Extr.
Teodor Chiaburu, Frank Haußer, Felix Bießmann
2023 — conf
Low Cost Machine Vision for Insect Classification.
IntelliSys (3)
Danja Brandt, Martin Tschaikner, Teodor Chiaburu, Henning Schmidt, Ilona Schrimpf, Alexandra Stadel, Ingeborg E. Beckers, Frank Haußer
2022 J jnl
Towards ML Methods for Biodiversity: A Novel Wild Bee Dataset and Evaluations of XAI Methods for ML-Assisted Rare Species Annotations.
CoRR
Teodor Chiaburu, Felix Biessmann, Frank Haußer