Prof. Dr. Patrick Zschech

Assistant Professorship for Intelligent Information Systems Fachbereich Wirtschaftswissenschaften

CareerBERT: Matching resumes to ESCO jobs in a shared embedding space for generic job recommendations (forthcoming) (2025) Rosenberger J, Wolfrum L, Weinzierl S, Kraus M, Zschech P Journal article, Original article Challenging the performance-interpretability trade-off: An evaluation of interpretable machine learning models (2025) Kruschel S, Hambauer N, Weinzierl S, Zilker S, Kraus M, Zschech P Journal article, Original article Leveraging interpretable machine learning in intensive care (2024) Bohlen L, Rosenberger J, Zschech P, Kraus M Journal article The Impact of Transparency in AI Systems on Users’ Data-Sharing Intentions: A Scenario-Based Experiment (2024) Rosenberger J, Kuhlemann S, Tiefenbeck V, Kraus M, Zschech P Conference contribution, Conference Contribution Prescriptive analytics systems revised: a systematic literature review from an information systems perspective (2024) Wissuchek C, Zschech P Journal article 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 How risky is my AI system? A method for transparent classification of AI system descriptions by regulated AI risk categories (2024) Weinzierl S, Zilker S, Zschech P, Kraus M, Leibelt T, Matzner M Conference contribution, Conference Contribution Interpretable generalized additive neural networks (2024) Kraus M, Tschernutter D, Weinzierl S, Zschech P Journal article, Original 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