611 citations · 654 across the 10 of their papers we have counts for
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A New Perspective on Evaluation Methods for Explainable Artificial Intelligence (XAI)
Timo Speith, Markus Langer
Within the field of Requirements Engineering (RE), the increasing significance of Explainable Artificial Intelligence (XAI) in aligning AI-supported systems with user needs, societ…
Revisiting the Performance-Explainability Trade-Off in Explainable Artificial Intelligence (XAI)
Barnaby Crook, Maximilian Schlüter, Timo Speith
Within the field of Requirements Engineering (RE), the increasing significance of Explainable Artificial Intelligence (XAI) in aligning AI-supported systems with user needs, societ…
Sources of Opacity in Computer Systems: Towards a Comprehensive Taxonomy
Sara Mann, Barnaby Crook, Lena Kästner +2
Modern computer systems are ubiquitous in contemporary life yet many of them remain opaque. This poses significant challenges in domains where desiderata such as fairness or accoun…
Explainability as a Requirement for Hardware: Introducing Explainable Hardware (XHW)
Timo Speith, Julian Speith, Steffen Becker +3
In today's age of digital technology, ethical concerns regarding computing systems are increasing. While the focus of such concerns currently is on requirements for software, this…