Stephan Scheele

33 papers A* 1B 1C 1Misc 3Journal 12Unranked 14

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Bridging the Interpretability Gap in Process Mining: A Comprehensive Approach Combining Explainable Clustering and Generative AI. xAI (2) Jonas Amling, Emanuel Slany, Christian Dormagen, Marco Kretschmann, Stephan Scheele
2025	—	`conf`	ClustXRAI: Interactive Cluster Exploration and Explanation for Process Mining with Generative AI. xAI (Late-breaking Work, Demos, Doctoral Consortium) Christopher Lorenz Werner, Jonas Amling, Christian Dormagen, Stephan Scheele
2025	J	`jnl`	Explainable Information Retrieval in the Audit Domain. CoRR Alexander Frummet, Emanuel Slany, Jonas Amling, Moritz Lang, Stephan Scheele
2025	—	`conf`	Explaining Process Behavior: A Declarative Framework for Interpretable Event Data. xAI (Late-breaking Work, Demos, Doctoral Consortium) Christian Dormagen, Jonas Amling, Stephan Scheele, Ute Schmid
2024	—	`conf`	Explainable AI for Mixed Data Clustering. xAI (2) Jonas Amling, Stephan Scheele, Emanuel Slany, Moritz Lang, Ute Schmid
2024	Misc	`conf`	Explanatory Interactive Machine Learning with Counterexamples from Constrained Large Language Models. KI Emanuel Slany, Stephan Scheele, Ute Schmid
2024	—	`conf`	Hybrid Explanatory Interactive Machine Learning for Medical Diagnosis. AIAI (1) Emanuel Slany, Stephan Scheele, Ute Schmid
2024	J	`jnl`	Modelling of measuring systems - From white box models to cognitive approaches. CoRR Nadine Schiering, Sascha Eichstädt, Michael Heizmann, Wolfgang Koch, Linda-Sophie Schneider, Stephan Scheele, Klaus-Dieter Sommer
2024	—	`conf`	SPECTRE: A Dataset for Spectral Reconstruction on Chip-Size Spectrometers with a Physics-Informed Augmentation Method. IEEE SENSORS Julio Wissing, Teresa Scholz, Stefan Saloman, Lidia Fargueta, Stephan Junger, Alessio Stefani, Wladimir Tschekalinskij, Stephan Scheele, Ute Schmid
2024	J	`jnl`	Synchronized Shared Memory and Black-box Procedural Abstraction: Toward a Formal Semantics of Blech. ACM Trans. Embed. Comput. Syst. Friedrich Gretz, Franz-Josef Grosch, Michael Mendler, Stephan Scheele
2023	—	`conf`	Bayesian CAIPI: A Probabilistic Approach to Explanatory and Interactive Machine Learning. ECAI Workshops (1) Emanuel Slany, Stephan Scheele, Ute Schmid
2023	J	`jnl`	FairCaipi: A Combination of Explanatory Interactive and Fair Machine Learning for Human and Machine Bias Reduction. Mach. Learn. Knowl. Extr. Louisa Heidrich, Emanuel Slany, Stephan Scheele, Ute Schmid
2022	A*	`conf`	An Interactive Explanatory AI System for Industrial Quality Control. AAAI Dennis Müller, Michael März, Stephan Scheele, Ute Schmid
2022	J	`jnl`	An Interactive Explanatory AI System for Industrial Quality Control. CoRR Dennis Müller, Michael März, Stephan Scheele, Ute Schmid
2022	—	`conf`	CAIPI in Practice: Towards Explainable Interactive Medical Image Classification. AIAI (Workshops) Emanuel Slany, Yannik Ott, Stephan Scheele, Jan Paulus, Ute Schmid
2022	J	`jnl`	CAIPI in Practice: Towards Explainable Interactive Medical Image Classification. CoRR Emanuel Slany, Yannik Ott, Stephan Scheele, Jan Paulus, Ute Schmid
2022	—	`conf`	Explaining Image Classifications with Near Misses, Near Hits and Prototypes - Supporting Domain Experts in Understanding Decision Boundaries. ICPRAI (2) Marvin Herchenbach, Dennis Müller, Stephan Scheele, Ute Schmid
2022	—	`conf`	HiMLEdge - Energy-Aware Optimization for Hierarchical Machine Learning. ARTIIS (2) Julio Wissing, Stephan Scheele, Aliya Mohammed, Dorothea Kolossa, 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	B	`conf`	The Došen Square Under Construction: A Tale of Four Modalities. TABLEAUX Michael Mendler, Stephan Scheele, Luke Burke
2020	C	`conf`	Synchronized Shared Memory and Procedural Abstraction: Towards a Formal Semantics of Blech. FDL Friedrich Gretz, Franz-Josef Grosch, Michael Mendler, Stephan Scheele
2019	J	`jnl`	Produktdaten-Apps zur Erweiterung der Lifecycle Produktivität. HMD Prax. Wirtsch. Stephan Scheele, Frank Mantwill
2015	—	`—`	Model and proof theory of constructive ALC: constructive description logics. Stephan Scheele
2014	J	`jnl`	On the Computational Interpretation of CK Fundam. Informaticae Michael Mendler, Stephan Scheele
2013	Misc	`conf`	Design and analysis of UHF RFID tag for a rubber transmission belt based on 3D electrical model. SoftCOM Kelash Kanwar, Volker Geneib, Thomas Mager, Stephan Scheele, Ulrich Hilleringmann, Christian Hedayat
2011	J	`jnl`	Cut-free Gentzen calculus for multimodal CK. Inf. Comput. Michael Mendler, Stephan Scheele
2010	J	`jnl`	Towards Constructive DL for Abstraction and Refinement. J. Autom. Reason. Michael Mendler, Stephan Scheele
2010	—	`conf`	Towards a Simply Typed CALculus for Semantic Knowledge Bases. LAM@LICS Michael Mendler, Stephan Scheele
2009	—	`conf`	Exponential Speedup in UL Subsumption Checking relative to general TBoxes for the Constructive Semantics. Description Logics Michael Mendler, Stephan Scheele
2008	J	`jnl`	Explaining Entailments and Patching Modelling Flaws. Künstliche Intell. Thorsten Liebig, Stephan Scheele
2008	—	`conf`	Towards Constructive DL for Abstraction and Refinement. Description Logics Michael Mendler, Stephan Scheele
2007	—	`conf`	Explaining Subsumption and Patching Non-Subsumption with Tableaux Methods. Description Logics Thorsten Liebig, Stephan Scheele, Julian Lambertz