Institutions of the University of Bayreuth
Chair Philosophy, Computer Science and Artificial Intelligence

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. Vol. 26 (2024) Issue 2 . - 40.
DOI: https://doi.org/10.1007/s10676-024-09769-3

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 (ed.): 2024 IEEE 32nd International Requirements Engineering Conference (RE). - Piscataway, NJ : IEEE, 2024 . - pp. 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. Vol. 106 (2024) . - 102301.
DOI: https://doi.org/10.1016/j.inffus.2024.102301

Kästner, Lena ; Crook, Barnaby:
Explaining AI through mechanistic interpretability.
In: European Journal for Philosophy of Science. Vol. 14 (2024) Issue 4 . - 52.
DOI: https://doi.org/10.1007/s13194-024-00614-4

Speith, Timo:
Building Bridges for Better Machines: From Machine Ethics to Machine Explainability and Back.
Saarbrücken : Saarländische Universitäts-und Landesbibliothek , 2023
( Doctoral thesis, 2023, Saarland University)
DOI: https://doi.org/10.22028/D291-40450

Kästner, Lena:
Modeling psychopathology : 4D multiplexes to the rescue.
In: Synthese. Vol. 201 (2023) . - 9.
DOI: https://doi.org/10.1007/s11229-022-04008-y

Speith, Timo ; Langer, Markus:
A New Perspective on Evaluation Methods for Explainable Artificial Intelligence (XAI).
In: Schneider, Kurt ; Dalpiaz, Fabiano ; Horkoff, Jennifer (ed.): 2023 IEEE 31st International Requirements Engineering Conference Workshops (REW). - Piscataway, NJ, USA : IEEE, 2023 . - pp. 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 (ed.): 2023 IEEE 31st International Requirements Engineering Conference Workshops (REW). - Piscataway, NJ : IEEE, 2023 . - pp. 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 (ed.): 2023 IEEE 31st International Requirements Engineering Conference Workshops (REW). - Piscataway, NJ, USA : IEEE, 2023 . - pp. 337-342
DOI: https://doi.org/10.1109/REW57809.2023.00063

Crook, Barnaby:
Understanding as a bottleneck for the data-driven approach to psychiatric science.
In: Philosophy and the Mind Sciences. Vol. 4 (2023) .
DOI: https://doi.org/10.33735/phimisci.2023.9658

Droste, Jakob ; Klös, Verena ; Sadeghi, Mersedeh ; Schwammberger, Maike ; Speith, Timo:
Welcome to the Third International Workshop on Requirements Engineering for Explainable Systems (RE4ES).
In: Schneider, Kurt ; Dalpiaz, Fabiano ; Horkoff, Jennifer (ed.): 2023 IEEE 31st International Requirements Engineering Conference Workshops (REW). - Piscataway, NJ, USA : IEEE, 2023 . - pp. 307-308
DOI: https://doi.org/10.1109/REW57809.2023.00058