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Professorship for Information Systems, in particular Machine Learning

Organisational unit: Professoship

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Main research areas

Research

We are interested in statistical machine learning with a focus on spatiotemporal 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, sports and industry in different projects.

Teaching

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 Deep Learning (Data Science), Statistics (Information Systems), and Machine Learning & Data Mining (Engineering).

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  1. Data Science: Lern- und Ausbildungsinhalte

    Abedjan, Z., Brefeld, U., Bürkle, J., Desel, J., Edlich, S., Eppler, T., Goedicke, M., Heidrich, J., Kast, S. M., Krupka, D., Lang, K., Liggesmeyer, P. & Tropmann-Frick, M.

    31.12.19

    1 item of Media coverage

    Press/Media

Recently viewed

Publications

  1. Exploring pre- and in-service teachers’ (non-)critical cultural and multilingual awareness and responsiveness in classroom situations through voice-recorded video-based assessment
  2. Nachhaltig managen mit der Balanced Scorecard
  3. Katja Siekmann (Hrsg.) Theorie, Empirie und Praxis effektiver Rechtschreibdiagnostik
  4. Germany
  5. Multiple Import Sourcing
  6. Benutzbarkeit von Software: Vor- und Nachteile verschiedener Methoden und Verfahren
  7. Liebe
  8. Was also ist gleichzeitig?
  9. Zwischen Performanz und Resonanz
  10. Effects of blended and video-based coaching approaches on preservice teachers' self-efficacy and perceived competence support
  11. Abfallvermeidungsprogramme:
  12. Multimedia in der Umweltbildung
  13. Die Finanzierung des Flächenrecyclings durch Kreditinstitute
  14. Der Schmerz des Denkens
  15. Die mosaische Unterscheidung oder der Preis des Monotheismus
  16. Digitalization paving the ways for sustainable chemistry
  17. Web Tool for the Identification of Industrial Symbioses in Industrial Parks
  18. Phenomena in Exile
  19. Friction Stir Welding of Various Aluminium Alloys to Titanium
  20. Julius Meier-Graefe und die plurale Logik der Bilder
  21. Poleward range expansion without a southern contraction in the ground beetle Agonum viridicupreum (Coleoptera, Carabidae)
  22. Research on the social perception of invasive species
  23. Der Einstieg ins Studium als Gemeinschaftsaufgabe: Das Leuphana Semester
  24. Kommentierte Bibliographie
  25. Analyses of Drugs and Pharmaceuticals in the Environment
  26. Medien - Diversität - Ungleichheit
  27. PISA - eine Studie für Staaten oder für Kinder?
  28. Handbook on life cycle sustainability assessment
  29. Explaining the electoral success of green parties
  30. The Law and Geoeconomics of Investment Screening
  31. Ein Meer voller Plastik
  32. Preferences for health insurance and health status
  33. Ist eine Impfpflicht gegen das Coronavirus nötig?
  34. Becoming a (Better) Language Teacher
  35. Critical reflections on ethnographic data collection in the highly gendered environment of male football.
  36. The significance of e-commerce and on-line banking for the future of banking