Prof. Dr. Mathias Kraus

Juniorprofessur für Data Analytics

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 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 Cheap Talk in Corporate Climate Commitments: The effectiveness of climate initiatives (2024) Bingler JA, Kraus M, Leippold M, Webersinke N Journal article Bridging the gap in ESG measurement: Using NLP to quantify environmental, social, and governance communication (2024) Schimanski T, Reding A, Reding N, Bingler J, Kraus M, Leippold M Journal article Multimodal In-Vehicle Hypoglycemia Warning for Drivers With Type 1 Diabetes: Design and Evaluation in Simulated and Real-World Driving (2024) Bérubé C, Maritsch M, Lehmann VF, Kraus M, Feuerriegel S, Züger T, Wortmann F, et al. Journal article Effectiveness and User Perception of an In-Vehicle Voice Warning for Hypoglycemia: Development and Feasibility Trial (2024) Bérubé C, Lehmann VF, Maritsch M, Kraus M, Feuerriegel S, Wortmann F, Züger T, et al. Journal article Coupling Neural Networks Between Clusters for Better Personalized Care (2024) Kraus M, Hambauer N, Müller K, Kröckel P, Ulapane N, De Caigny A, De Bock K, Coussement K Conference contribution, Conference Contribution Interpretable generalized additive neural networks (2024) Kraus M, Tschernutter D, Weinzierl S, Zschech P Journal article, Original article A Possible Blockchain Architecture for Healthcare: Insights from Catena-X (2024) Ulapane N, Wickramasinghe N, Andargoli AE, Alsinglawi B, Miltner J, van de Logt J, Kröckel P, et al. Book chapter / Article in edited volumes ChatClimate: Grounding conversational AI in climate science (2023) Vaghefi SA, Stammbach D, Muccione V, Bingler J, Ni J, Kraus M, Allen S, et al. Journal article