Assistant Professorship for Intelligent Information Systems

A machine learning framework for interpretable predictions in patient pathways: The case of predicting ICU admission for patients with symptoms of sepsis (2024) Zilker S, Weinzierl S, Kraus M, Zschech P, Matzner M Journal article, Original article Survey and systematization of 3D object detection models and methods (2024) Drobnitzky M, Friederich J, Egger B, Zschech P Journal article Artificial Intelligence for Sustainability—A Systematic Review of Information Systems Literature (2023) Schoormann T, Strobel G, Möller F, Petrik D, Zschech P Journal article, Review article A Taxonomy and Archetypes of Business Analytics in Smart Manufacturing (2023) Wanner J, Wissuchek C, Welsch G, Janiesch C Journal article Anomaly detection for industrial quality assurance: A comparative evaluation of unsupervised deep learning models (2023) Zipfel J, Verworner F, Fischer M, Wieland U, Kraus M, Zschech P Journal article Generative AI (2023) Feuerriegel S, Hartmann J, Janiesch C, Zschech P Journal article Interpretable generalized additive neural networks (2023) Kraus M, Tschernutter D, Weinzierl S, Zschech P Journal article, Original article Best of both worlds: Combining predictive power with interpretable and explainable results for patient pathway prediction (2023) Zilker S, Weinzierl S, Zschech P, Kraus M, Matzner M Conference contribution, Conference Contribution Beyond descriptive taxonomies in data analytics: a systematic evaluation approach for data-driven method pipelines (2022) Zschech P Journal article Where Was COVID-19 First Discovered? Designing a Question-Answering System for Pandemic Situations (2022) Graf J, Lancho G, Zschech P, Heinrich K Conference contribution, Conference Contribution