130 citations · 149 across the 3 of their papers we have counts for
3 papers
cs.DB2024★ 3 cited
Recent Advances in Data-Driven Business Process Management
Lars Ackermann, Martin Käppel, Laura Marcus +21
The rapid development of cutting-edge technologies, the increasing volume of data and also the availability and processability of new types of data sources has led to a paradigm sh…
cs.AI2023★ 16 cited
Impact Of Explainable AI On Cognitive Load: Insights From An Empirical Study
Lukas-Valentin Herm
While the emerging research field of explainable artificial intelligence (XAI) claims to address the lack of explainability in high-performance machine learning models, in practice…
cs.LG2022★ 130 cited
Stop ordering machine learning algorithms by their explainability! A user-centered investigation of performance and explainability
Lukas-Valentin Herm, Kai Heinrich, Jonas Wanner +1
Machine learning algorithms enable advanced decision making in contemporary intelligent systems. Research indicates that there is a tradeoff between their model performance and exp…