We are interested in statistical machine learning with a focus on spatio-temporal problems, such as user navigation on the web, adaptive testing and adaptive learning environments, and the coordination of football players on the pitch. While we mainly focus on basic research, we also collaborate with selected partners in academia and industry in different projects.

Our teaching focuses on introductory/ advanced machine learning and data mining as well as basic statistics. We regularly offer courses in the Management & Data Science Master and the Information Systems Bachelor programs. Exemplary courses comprise among others

• Deep Learning (Data Science)
• Statistics (Information Systems)
• Machine Learning & Data Mining (Engineering)

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We regularly supervise Bachelor and Master theses. Just talk to one of us if you are interested in writing your thesis with us. get in contact