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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. ALEE: Adaptive Learning in Economic Education

    Brefeld, U. (Project manager, academic) & Neubauer, K. (Project staff)

    Joachim Herz Stiftung

    01.03.21 → 30.04.25

    Project: Research

  2. ALEE II: Adaptive Learning in Economic Education

    Brefeld, U. (Project manager, academic) & Neubauer, K. (Project staff)

    01.05.25 → 31.05.28

    Project: Research

  3. DOCYET - EXIST Gründerstipendien

    Brefeld, U. (Project manager, academic)

    01.06.17 → 31.05.18

    Project: Other

  4. EXIST-Gründerstipendium AILON

    Brefeld, U. (Project manager, academic)

    01.01.18 → 31.12.19

    Project: Other

  5. Großgerät: Compute-Server

    Brefeld, U. (Project manager, academic)

    German Research Foundation

    28.03.18 → 31.12.19

    Project: Research

  6. T&E: Information Technology and Education in Support of Digital Citizenship

    Quadros dos Reis, V. (Project manager, academic) & Brefeld, U. (Project manager, academic)

    01.10.21 → 01.05.24

    Project: Research

  7. KISS: Künstliche Intelligenz zum Einfachen und Übertragbaren Schutz Kritischer Infrastrukturen, Teilvorhaben: Entwicklung zentraler und dezentraler KI-basierter Methoden zur Angriffserkennung

    Brefeld, U. (Project manager, academic) & Paulsen, T. (Project staff)

    Federal Ministry of Education and Research

    01.08.20 → 31.08.24

    Project: Research

  8. Lückentexte revisited: Vom computerbasierten, adaptiven Testen zum adaptiven, fremdsprachlichen Üben mit automatisiertem, dynamischem Feedback: Entwicklung und Effekt-Messung am Beispiel „L2 Englisch Lückentexte Verbformen im Zeitengefüge“

    Schmidt, T. (Project manager, academic), Benitt, N. (Partner), Brefeld, U. (Partner) & Pandarova, I. (Project staff)

    01.10.16 → 30.09.17

    Project: Research

  9. Memory Path

    Brefeld, U. (Project manager, academic)

    01.04.21 → 31.07.21

    Project: Other

  10. Promotion Doctoral Scholaship

    Brefeld, U. (Project manager, academic)

    01.11.20 → 31.10.23

    Project: Research

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Recently viewed

Publications

  1. Vorräte - Schätzung des Fertigstellungsgrades bei der Percentage of Completion Methode
  2. Sustainable Redevelopment of Real Estate Properties and Its Social Impact
  3. Transparency and Representation of the Public Interest in Investment Treaty Arbitration
  4. Schreiben und Medien - Medienspezifische Schreibprozesse
  5. From visual projections to visionary locations
  6. Driving and activation of mental concepts
  7. Phylogenetic analysis of cuckoo wasps (Hymenoptera: Chrysididae) reveals a partially artificial classification at the genus level and a species-rich clade of bee parasitoids
  8. Anti-Fascist Exile, Political Print Media, and the Variable Tactics of the Communists in Mexico (1939–1946)
  9. CSR Leadership Study
  10. Internet-based, culturally sensitive, problem-solving therapy for Turkish migrants with depression
  11. Entry of biocides and their transformation products into groundwater via urban stormwater infiltration systems
  12. Activity-based start-up simulations in entrepreneurship education at the German universities
  13. Introduction - How prenatal diagnosis is entangled in historical and social contexts
  14. Aesthetic Practices of the New Right
  15. Media and Migration
  16. Shared Space‘
  17. Effectiveness of an Internet-Based Self-Help Intervention versus Public Mental Health Advice to Reduce Worry during the COVID-19 Pandemic
  18. The drawback of getting by-implicit imbalances in the educational support of young people in and leaving care in Germany
  19. "Der nur scheinbare Notfall"
  20. Single photoproduction of η-mesons of hydrogen in the forward direction at 4 and 6 GeV
  21. (Re-)Präsentation und Narration
  22. Das Wahre im Künstlichen
  23. Article 3 Universal Application
  24. Communication