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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. SynthiClick: Verbundprojekt: Anonymisierung und Synthese von Clickpfaden und Verhalten im Web

    Brefeld, U. (Project manager, academic) & Wohlstein, M. H. (Project staff)

    15.12.22 → 14.12.25

    Project: Research

  2. 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

  3. Memory Path

    Brefeld, U. (Project manager, academic)

    01.04.21 → 31.07.21

    Project: Other

  4. 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

  5. Promotion Doctoral Scholaship

    Brefeld, U. (Project manager, academic)

    01.11.20 → 31.10.23

    Project: Research

  6. 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

  7. Großgerät: Compute-Server

    Brefeld, U. (Project manager, academic)

    German Research Foundation

    28.03.18 → 31.12.19

    Project: Research

  8. EXIST-Gründerstipendium AILON

    Brefeld, U. (Project manager, academic)

    01.01.18 → 31.12.19

    Project: Other

  9. DOCYET - EXIST Gründerstipendien

    Brefeld, U. (Project manager, academic)

    01.06.17 → 31.05.18

    Project: Other

  10. 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

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Activities

  1. Risk and time preferences under complex spatio-temporal risk conditions – experimental and survey evidence from semi-arid rangelands
  2. Profilstudium schulische Inklusion – Eine Spezialisierungsmöglichkeit für angehende Lehrkräfte an der Leuphana Universität Lüneburg
  3. Academic Committee of the China’s Research Center for Economic Transition an der Beijing University of Technology (Externe Organisation)
  4. Geben Plattformen CrowdworkerInnen eine Stimme? Eine explorative Studie zur CrowdworkerInnen-Partizipation auf Crowdsourcing-Plattformen
  5. Current Developments in Environmental Management Accounting: Towards a Comprehensive Framework for Environmental Management Accounting
  6. Treffen der SIG Forschung und SIG Qualität und Professionsentwicklung der Gesellschaft für Schreibdidaktik und Schreibforschung - 2019
  7. How can corporate social responsibility (CSR) gain relevance in internal communication? A network perspective on communication processes
  8. Stretching, shrinking, shape-shifting: a processual and communication-centred perspective on the elasticity and boundedness of organization
  9. The use of digital communication media in cross-border knowledge transfer processes: A competitive advantage for multinational companies?
  10. Developing Strategies Against the Risks of Severe Storm Surges: Opportunities for the Integration of Different Stakeholder Perspectives
  11. Speaking about vision, talking in the name of so much more: A methodological framework for ventriloquial analyses in organization studies

Publications

  1. Wagnis Wildnis, Wildnisentwicklung und Wildnisbildung in Mitteleuropa, (hrsg.) Herbert Zucchi, Paul Stegmann: München oekom verlag, 2006
  2. Exploring the potential of using priority effects during ecological restoration to resist biological invasions in the neotropics
  3. Untersuchungen zur Entwicklung von Anpassungsstrategien an den Klimawandel für die Überflutungsflächen an der unteren Mittelelbe.
  4. Decisions And Characteristics During The Development Process Of A Software Demonstrator For Data Analysis In Production Logistics
  5. Callings and work engagement: Moderated mediation model of work meaningfulness, occupational identity, and occupational self-efficacy
  6. Dialogorientierte Nachhaltigkeitsberichterstattung von Hochschulen : eine Untersuchung am Beispiel der Leuphana-Universität Lüneburg
  7. Schindler, Jörg; Held, Martin (unter Mitarbeit von Gerd Würdemann) (2009): Postfossile Mobilität. Wegweiser für die Zeit nach dem Peak Oil
  8. European Psychiatric Association (EPA) guidance on the quality of eMental health interventions in the treatment of psychotic disorders
  9. Künstliche Feuchtflächen in Hochwasserrückhaltebecken – eine Chance für die Reduzierung von Pflanzenschutzmitteleinträgen in Gewässer
  10. Orientierende Untersuchungen von NSO-Heterocyclen in niedersächsischen Oberflächengewässern – Betrachtung von Sediment und Wasserphase