Projekte: TRR 248: Grundlagen verständlicher Software-Systeme - für eine nachvollziehbare cyber-physische Welt

Speith, Timo ; Crook, Barnaby ; Mann, Sara ; Schomäcker, Astrid ; Langer, Markus:
Conceptualizing understanding in explainable artificial intelligence (XAI) : an abilities-based approach.
In: Ethics and Information Technology. Bd. 26 (2024) Heft 2 . - 40.
DOI: https://doi.org/10.1007/s10676-024-09769-3

Speith, Timo ; Xu, Jing:
Explainability and Transparency in Practice : A Comparison Between Corporate and National AI Ethics Guidelines in Germany and China.
In: Calvaresi, Davide ; Najjar, Amro ; Omicini, Andrea ; Aydogan, Reyhan ; Carli, Rachele ; Ciatto, Giovanni ; Hulstijn, Joris ; Främling, Kary (Hrsg.): Explainable and Transparent AI and Multi-Agent Systems : 6th International Workshop, EXTRAAMAS 2024 ; Revised Selected Papers. - Cham, Switzerland : Springer Nature, 2024 . - S. 205-223 . - (Lecture Notes in Computer Science ; 14847 )
DOI: https://doi.org/10.1007/978-3-031-70074-3_12

Speith, Timo ; Speith, Julian ; Becker, Steffen ; Zou, Yixin ; Biega, Asia ; Paar, Christof:
Explainability as a Requirement for Hardware: Introducing Explainable Hardware (XHW).
In: Liebel, Grischa ; Hadar, Irit ; Spoletini, Paola (Hrsg.): 2024 IEEE 32nd International Requirements Engineering Conference (RE). - Piscataway, NJ : IEEE, 2024 . - S. 354-362
DOI: https://doi.org/10.1109/RE59067.2024.00042

Longo, Luca ; Brčić, Mario ; Cabitza, Federico ; Choi, Jaesik ; Confalonieri, Roberto ; Del Ser, Javier ; Guidotti, Riccardo ; Hayashi, Yoichi ; Herrera, Francisco ; Holzinger, Andreas ; Jiang, Richard ; Khosravi, Hassan ; Lecue, Freddy ; Malgieri, Gianclaudio ; Páez, Andrés ; Samek, Wojciech ; Schneider, Johannes ; Speith, Timo ; Stumpf, Simone:
Explainable Artificial Intelligence (XAI) 2.0 : A Manifesto of Open Challenges and Interdisciplinary Research Directions.
In: Information Fusion. Bd. 106 (2024) . - 102301.
DOI: https://doi.org/10.1016/j.inffus.2024.102301

Speith, Timo:
Unlocking the Potential of Machine Ethics with Explainability.
In: Dastani, Mehdi ; Sichman, Jaime Simão ; Alechina, Natasha ; Dignum, Virginia (Hrsg.): Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems. - Richland, SC : International Foundation for Autonomous Agents and Multiagent Systems, 2024 . - S. 2477-2479
DOI: https://doi.org/10.5555/3635637.3663199

Deters, Hannah ; Droste, Jakob ; Hess, Anne ; Klös, Verena ; Schneider, Kurt ; Speith, Timo ; Vogelsang, Andreas:
The X Factor : On the Relationship between User eXperience and eXplainability.
In: Cajander, Åsa ; Wiberg, Mikael (Hrsg.): Proceedings of the 13th Nordic Conference on Human-Computer Interaction (NordiCHI '24). - New York, NY, USA : Association for Computing Machinery, 2024
DOI: https://doi.org/10.1145/3679318.3685352

Speith, Timo ; Langer, Markus:
A New Perspective on Evaluation Methods for Explainable Artificial Intelligence (XAI).
In: Schneider, Kurt ; Dalpiaz, Fabiano ; Horkoff, Jennifer (Hrsg.): 2023 IEEE 31st International Requirements Engineering Conference Workshops (REW). - Piscataway, NJ, USA : IEEE, 2023 . - S. 325-331
DOI: https://doi.org/10.1109/REW57809.2023.00061

Crook, Barnaby ; Schlüter, Maximilian ; Speith, Timo:
Revisiting the Performance-Explainability Trade-Off in Explainable Artificial Intelligence (XAI).
In: Schneider, Kurt ; Dalpiaz, Fabiano ; Horkoff, Jennifer (Hrsg.): 2023 IEEE 31st International Requirements Engineering Conference Workshops (REW). - Piscataway, NJ : IEEE, 2023 . - S. 316-324
DOI: https://doi.org/10.1109/REW57809.2023.00060

Mann, Sara ; Crook, Barnaby ; Kästner, Lena ; Schomäcker, Astrid ; Speith, Timo:
Sources of Opacity in Computer Systems : Towards a Comprehensive Taxonomy.
In: Schneider, Kurt ; Dalpiaz, Fabiano ; Horkoff, Jennifer (Hrsg.): 2023 IEEE 31st International Requirements Engineering Conference Workshops (REW). - Piscataway, NJ, USA : IEEE, 2023 . - S. 337-342
DOI: https://doi.org/10.1109/REW57809.2023.00063