Juniorprofessur für Data Analytics

Environmental Claim Detection (2023) Stammbach D, Webersinke N, Bingler JA, Kraus M, Leippold M Conference contribution, Conference Contribution Noninvasive Hypoglycemia Detection in People With Diabetes Using Smartwatch Data (2023) Lehmann V, Foll S, Maritsch M, van Weenen E, Kraus M, Lagger S, Odermatt K, et al. Journal article Machine Learning for Predicting Micro- and Macrovascular Complications in Individuals With Prediabetes or Diabetes: Retrospective Cohort Study (2023) Schallmoser S, Zueger T, Kraus M, Saar-Tsechansky M, Stettler C, Feuerriegel S 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 Smartwatches for non-invasive hypoglycaemia detection during cognitive and psychomotor stress (2023) Maritsch M, Föll S, Lehmann V, Styger N, Bérubé C, Kraus M, Feuerriegel S, et al. Journal article Explainable AI for Operational Research: A defining framework, methods, applications, and a research agenda (2023) De Bock KW, Coussement K, Caigny AD, Słowiński R, Baesens B, Boute RN, Choi TM, et al. Journal article Evaluation of a newly designed deep learning-based algorithm for automated assessment of scapholunate distance in wrist radiography as a surrogate parameter for scapholunate ligament rupture and the correlation with arthroscopy (2023) Keller G, Rachunek K, Springer F, Kraus M Journal article Glycaemic patterns of male professional athletes with type 1 diabetes during exercise, recovery and sleep: Retrospective, observational study over an entire competitive season (2023) van Weenen E, Banholzer N, Föll S, Zueger T, Fontana FY, Skroce K, Hayes C, et al. Journal 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 Data-Driven Allocation of Preventive Care with Application to Diabetes Mellitus Type II (2023) Kraus M, Feuerriegel S, Saar-Tsechansky M Journal article