Team > Dr. Timo Speith

2024

Deck, Luca; Schomäcker, Astrid; Speith, Timo; Schöffer, Jakob; Kästner, Lena; Kühl, Niklas
Mapping the Potential of Explainable Artificial Intelligence (XAI) for Fairness Along the AI Li ...
2024
doi:10.48550/arXiv.2404.18736 ...
Third European Workshop on Algorithmic Fairness (EWAF'24), Mainz, Germany

Speith, Timo; Crook, Barnaby; Mann, Sara; Schomäcker, Astrid; Langer, Markus
Conceptualizing understanding in explainable artificial intelligence (XAI) : an abilities-based ...
in Ethics and Information Technology volume 26 (2024) issue 2
doi:10.15495/EPub_UBT_00007998 ...

Speith, Timo; Speith, Julian; Becker, Steffen; Zou, Yixin; Biega, Asia; Paar, Christof
Explainability as a Requirement for Hardware: Introducing Explainable Hardware (XHW)
2024 IEEE 32nd International Requirements Engineering Conference (RE)
Piscataway, NJ : IEEE, 2024. - page 354-362
doi: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 Interdiscipl ...
in Information Fusion volume 106 (2024)
doi:10.1016/j.inffus.2024.102301 ...

2023

Speith, Timo
Building Bridges for Better Machines: From Machine Ethics to Machine Explainability and Back
Saarbrücken, Saarländische Universitäts-und Landesbibliothek, 2023
doi:10.22028/D291-40450 ...
(dissertation, , )

Speith, Timo; Langer, Markus
A New Perspective on Evaluation Methods for Explainable Artificial Intelligence (XAI)
2023 IEEE 31st International Requirements Engineering Conference Workshops (REW)
Piscataway, NJ, USA : IEEE, 2023. - page 325-331
doi:10.1109/REW57809.2023.00061 ...

Crook, Barnaby; Schlüter, Maximilian; Speith, Timo
Revisiting the Performance-Explainability Trade-Off in Explainable Artificial Intelligence (XAI ...
2023 IEEE 31st International Requirements Engineering Conference Workshops (REW)
Piscataway, NJ : IEEE, 2023. - page 316-324
doi: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
2023 IEEE 31st International Requirements Engineering Conference Workshops (REW)
Piscataway, NJ, USA : IEEE, 2023. - page 337-342
doi:10.1109/REW57809.2023.00063 ...

Droste, Jakob; Klös, Verena; Sadeghi, Mersedeh; Schwammberger, Maike; Speith, Timo
Welcome to the Third International Workshop on Requirements Engineering for Explainable Systems ...
2023 IEEE 31st International Requirements Engineering Conference Workshops (REW)
Piscataway, NJ, USA : IEEE, 2023. - page 307-308
doi:10.1109/REW57809.2023.00058 ...

2022

Chazette, Larissa; Brunotte, Wasja; Speith, Timo
Explainable Software Systems : From Requirements Analysis to System Evaluation
in Requirements Engineering volume 27 (2022) issue 4. - page 457-487
doi:10.1007/s00766-022-00393-5 ...

Speith, Timo
How to Evaluate Explainability? : A Case for Three Criteria
2022 IEEE 30th International Requirements Engineering Conference Workshops (REW)
Piscataway, NJ, USA : IEEE, 2022. - page 92-97
doi:10.1109/REW56159.2022.00024 ...

Speith, Timo
A Review of Taxonomies of Explainable Artificial Intelligence (XAI) Methods
2022 5th ACM Conference on Fairness, Accountability, and Transparency
New York, NY, USA : Association for Computing Machinery, 2022. - page 2239-2250
doi:10.1145/3531146.3534639 ...

Baum, Kevin; Mantel, Susanne; Schmidt, Eva; Speith, Timo
From Responsibility to Reason-Giving Explainable Artificial Intelligence
in Philosophy & Technology volume 35 (2022)
doi:10.1007/s13347-022-00510-w ...

Brunotte, Wasja; Chazette, Larissa; Klös, Verena; Speith, Timo
Quo Vadis, Explainability? : A Research Roadmap for Explainability Engineering
Requirements Engineering : Foundation for Software Quality
Cham, Switzerland : Springer International Publishing, 2022. - page 26-32 . - (Lecture Notes in Computer Science; 13216)
doi:10.1007/978-3-030-98464-9_3 ...

2021

Langer, Markus; Baum, Kevin; Hartmann, Kathrin; Hessel, Stefan; Speith, Timo; Wahl, Jonas
Explainability Auditing for Intelligent Systems : A Rationale for Multi-Disciplinary Perspectiv ...
2021 IEEE 29th International Requirements Engineering Conference Workshops (REW)
Piscataway, NJ, USA : IEEE, 2021. - page 164-168
doi:10.1109/REW53955.2021.00030 ...

Chazette, Larissa; Brunotte, Wasja; Speith, Timo
Exploring Explainability : A Definition, a Model, and a Knowledge Catalogue
2021 IEEE 29th International Requirements Engineering Conference (RE)
Piscataway, NJ, USA : IEEE, 2021. - page 197-208
doi:10.1109/RE51729.2021.00025 ...

Brunotte, Wasja; Chazette, Larissa; Klös, Verena; Knauss, Eric; Speith, Timo; Vogelsang, Andreas
Welcome to the First International Workshop on Requirements Engineering for Explainable Systems ...
2021 IEEE 29th International Requirements Engineering Conference Workshops (REW)
Piscataway, NJ, USA : IEEE, 2021. - page 157-158
doi:10.1109/REW53955.2021.00028 ...

Kästner, Lena; Langer, Markus; Lazar, Veronika; Schomäcker, Astrid; Speith, Timo; Sterz, Sarah
On the Relation of Trust and Explainability : Why to Engineer for Trustworthiness
2021 IEEE 29th International Requirements Engineering Conference Workshops (REW)
Piscataway, NJ : IEEE, 2021. - page 169-175
doi:10.1109/REW53955.2021.00031 ...

Langer, Markus; Oster, Daniel; Speith, Timo; Hermanns, Holger; Kästner, Lena; Schmidt, Eva; Sesing, Andreas; Baum, Kevin
What do we want from Explainable Artificial Intelligence (XAI)? A stakeholder perspective on XA ...
in Artificial Intelligence volume 296 (2021)
doi:10.1016/j.artint.2021.103473 ...

Langer, Markus; Baum, Kevin; König, Cornelius J.; Hähne, Viviane; Oster, Daniel; Speith, Timo
Spare me the details : How the type of information about automated interviews influences applic ...
in International Journal of Selection and Assessment volume 29 (2021) issue 2. - page 154-169
doi:10.1111/ijsa.12325 ...

2019

Köhl, Maximilian A.; Baum, Kevin; Langer, Markus; Oster, Daniel; Speith, Timo; Bohlender, Dimitri
Explainability as a Non-Functional Requirement
2019 IEEE 27th International Requirements Engineering Conference (RE)
Piscataway, NJ, USA : IEEE, 2019. - page 363-368
doi:10.1109/RE.2019.00046 ...

Baum, Kevin; Hermanns, Holger; Speith, Timo
Towards a Framework Combining Machine Ethics and Machine Explainability
Proceedings 3rd Workshop on Formal Reasoning about Causation, Responsibility, and Explanations in Science and Technology
Sydney, NSW, AU : Open Publishing Association, 2019. - page 34-49 . - (EPTCS; 286)
doi:10.4204/EPTCS.286.4 ...

2018

Baum, Kevin; Hermanns, Holger; Speith, Timo
From Machine Ethics to Machine Explainability and Back
International Symposium on Artificial Intelligence and Mathematics
Fort Lauderdale, FL, USA : International Symposium on Artificial Intelligence and Mathematics, 2018. - page 1-8
https://www.powver.org/publications/TechRepRep/ERC ...
International Symposium on Artificial Intelligence and Mathematics (ISAIM), Fort Lauderdale, FL, USA