Prof. Dr. Mathias Kraus

Juniorprofessur für Data Analytics

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 Towards Climate Awareness in NLP Research (2022) Hershcovich D, Webersinke N, Kraus M, Bingler JA, Leippold M Conference contribution, Conference Contribution ClimateBert: A Pretrained Language Model for Climate-Related Text (2022) Webersinke N, Kraus M, Bingler JA, Leippold M Conference contribution, Conference Contribution Machine Learning for Predicting the Risk of Transition from Prediabetes to Diabetes (2022) Zueger T, Schallmoser S, Kraus M, Saar-Tsechansky M, Feuerriegel S, Stettler C Journal article Selecting advanced analytics in manufacturing: a decision support model (2022) Lorenz R, Kraus M, Wolf H, Feuerriegel S, Netland TH Journal article GAM(e) changer or not? An evaluation of interpretable machine learning models based on additive model constraints (2022) Zschech P, Weinzierl S, Hambauer N, Zilker S, Kraus M Conference contribution, Conference Contribution Cheap Talk and Cherry-Picking: What ClimateBert has to say on Corporate Climate Risk Disclosures (2022) Bingler JA, Kraus M, Leippold M, Webersinke N Journal article