Patrick Zschech

Generative AI

Stefan Feuerriegel, Jochen Hartmann, Christian Janiesch et al. · Business & Information Systems Engineering · 2023 · 944 citations · Full text

Anomaly detection for industrial quality assurance: A comparative evaluation of unsupervised deep learning models

Justus Zipfel, Felix Verworner, Marco Fischer et al. · Computers & Industrial Engineering · 2023 · 100 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Anomaly Detection +23

Generative AI

Stefan Feuerriegel, Jochen Hartmann, Christian Janiesch et al. · SSRN Electronic Journal · 2023 · 51 citations · Full text

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 · 46 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Deep Neural Networks +14

Interpretable generalized additive neural networks

Mathias Kraus, Daniel Tschernutter, Sven Weinzierl et al. · European Journal of Operational Research · 2023 · 41 citations · Full text