Kai Heinrich

The effect of transparency and trust on intelligent system acceptance: Evidence from a user-based study

Jonas Wanner, Lukas-Valentin Herm, Kai Heinrich et al. · Electronic Markets · 2022 · 169 citations · Full text

Computing, Information Systems, Information Technology +13

Stop ordering machine learning algorithms by their explainability! A user-centered investigation of performance and explainability

Lukas-Valentin Herm, Kai Heinrich, Jonas Wanner et al. · International Journal of Information Management · 2022 · 124 citations · Full text

Computing, Computer Science, Algorithms +13

Process data properties matter: Introducing gated convolutional neural networks (GCNN) and key-value-predict attention networks (KVP) for next event prediction with deep learning

Kai Heinrich, Patrick Zschech, Christian Janiesch et al. · Decision Support Systems · 2021 · 53 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Intelligent User Assistance for Automated Data Mining Method Selection

Patrick Zschech, Richard L. Van Horn, Daniel Höschele et al. · Business & Information Systems Engineering · 2020 · 29 citations · Full text

Computing, Computer Science, Data Science +15

Prognostic Model Development with Missing Labels

Patrick Zschech, Kai Heinrich, Raphael Bink et al. · Business & Information Systems Engineering · 2019 · 23 citations · Full text

Computing, Biostatistics, Predictive Analytics +10