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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. A Learning Agent for Parameter Adaptation in Speeded Tests

    Bengs, D. (Speaker) & Brefeld, U. (Speaker)

    23.09.2016 → 27.09.2016

    Activity: Talk or presentation › Conference Presentations › Research

  2. Companion Proceedings of the 10th International Conference on Learning Analytics & Knowledge LAK20

    Neubauer , K. (Participant) & Brefeld, U. (Participant)

    25.03.2020 → 27.03.2020

    Activity: Participating in or organising an academic or articstic event › Conferences › Research

  3. Concurrent Adaptive Tests for Formative Assessments in School Classes

    Bengs, D. (Speaker), Brefeld, U. (Speaker) & Kröhne, U. (Speaker)

    26.07.2018

    Activity: Talk or presentation › Conference Presentations › Research

  4. Data-efficient Pattern Detection in Elite Soccer

    Rudolph, Y. (Speaker), Faßmeyer, D. (Coauthor) & Brefeld, U. (Coauthor)

    26.05.2023

    Activity: Talk or presentation › Conference Presentations › Research

  5. Detection of tactical patterns using semi-supervised graph neural networks

    Anzer, G. (Speaker), Bauer, P. (Speaker), Brefeld, U. (Speaker) & Faßmeyer, D. (Speaker)

    2022

    Activity: Talk or presentation › Conference Presentations › Research

  6. Discriminative Identification of Duplicates

    Haider, P. (Speaker), Brefeld, U. (Speaker) & Scheffer, T. (Speaker)

    18.09.2006 → 22.09.2006

    Activity: Talk or presentation › Conference Presentations › Research

  7. Educational Data Mining - EDM 2018

    Boubekki, A. (Coauthor), Jain, S. (Coauthor) & Brefeld, U. (Speaker)

    15.07.2018 → 17.07.2018

    Activity: Participating in or organising an academic or articstic event › Conferences › Research

  8. European conference an Data Analysis -ECDA 2018

    Gaonkar, R. (Coauthor), Tavakol, M. (Coauthor) & Brefeld, U. (Coauthor)

    04.07.2018 → 06.07.2018

    Activity: Participating in or organising an academic or articstic event › Conferences › Research

  9. Exploiting the Frame for Active Learning in Multi-class Classification

    Mair, S. (Coauthor) & Brefeld, U. (Coauthor)

    15.07.2018 → 18.07.2018

    Activity: Talk or presentation › Conference Presentations › Research

  10. Frame-based Matrix Factorizations

    Mair, S. (Speaker), Boubekki, A. (Speaker), Brefeld, U. (Speaker), Mair, S. (Coauthor), Boubekki, A. (Coauthor) & Brefeld, U. (Coauthor)

    11.09.2017 → 13.09.2017

    Activity: Talk or presentation › Conference Presentations › Research

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Activities

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  2. Wissens-und Forschungspolitiken in den Künsten –Die Institutionalisierung von künstlerischer Forschung im deutschsprachigen Raum
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  4. Wo bleibt die Fachlichkeit? Zum Stellenwert der Fachlichkeit bei der rekonstruktiven Analyse naturwissenschaftlichen Unterrichts
  5. Hochschulöffentlicher Vortrag : "Citizenship Education in South Africa and Germany - Einblicke in ein aktuelles Forschungsprojekt."
  6. Postervortrag: EU-Projekt ‘Ambassadors for Women and Science – Pallas Athene’: Evaluation des Projektverbundes, mit Annelie Wellensiek
  7. The Participants´ Perspective on Challenges, Disappointments & Success Factors in Research-Practice Partnerships in Teacher Education
  8. How do secondary seed dispersal and post-dispersal seed predation influence the successful recruitment of common grassland species?
  9. Risk and time preferences under complex spatio-temporal risk conditions – experimental and survey evidence from semi-arid rangelands
  10. Profilstudium schulische Inklusion – Eine Spezialisierungsmöglichkeit für angehende Lehrkräfte an der Leuphana Universität Lüneburg
  11. Academic Committee of the China’s Research Center for Economic Transition an der Beijing University of Technology (Externe Organisation)
  12. Geben Plattformen CrowdworkerInnen eine Stimme? Eine explorative Studie zur CrowdworkerInnen-Partizipation auf Crowdsourcing-Plattformen
  13. Current Developments in Environmental Management Accounting: Towards a Comprehensive Framework for Environmental Management Accounting
  14. Treffen der SIG Forschung und SIG Qualität und Professionsentwicklung der Gesellschaft für Schreibdidaktik und Schreibforschung - 2019
  15. How can corporate social responsibility (CSR) gain relevance in internal communication? A network perspective on communication processes
  16. Stretching, shrinking, shape-shifting: a processual and communication-centred perspective on the elasticity and boundedness of organization
  17. The use of digital communication media in cross-border knowledge transfer processes: A competitive advantage for multinational companies?
  18. Developing Strategies Against the Risks of Severe Storm Surges: Opportunities for the Integration of Different Stakeholder Perspectives
  19. Speaking about vision, talking in the name of so much more: A methodological framework for ventriloquial analyses in organization studies

Publications

  1. Philip Conradin-Triaca (2014): Pierre Bourdieus Rechtssoziologie. Interpretation und Würdigung, Berlin: Duncker & Humblot, 410 Seiten
  2. Nachhaltigkeitsrechnungswesen als Bindeglied zwischen Sustainability Balanced Scorecard und Nachhaltigkeitsberichterstattung
  3. Joint Proceedings of Scholarly QALD 2023 and SemREC 2023 co-located with 22nd International Semantic Web Conference ISWC 2023
  4. Impulsive Feedback Linearization for Decoupling of a Constant Disturbance with Low Relative Degree to Control Maglev Systems
  5. Fostering students’ participation in the implementation of the sustainable development goals at higher education institutions
  6. Entwurf und Erläuterung für ein Gesetz zur Festsetzung nationaler CO2-Emissionsstandards für fossile Kraftwerke in Deutschland
  7. Photochemical reactions of brominated diphenylethers in organic sovents and adsorbed on silicon dioxide in aqueous suspension
  8. Environmental occurrence and hazard of organic UV stabilizers and UV filters in the sediment of European North and Baltic Seas
  9. Reading instruction in 5th grade: teachers’ perspectives on promoting self-regulated reading in language and content area teaching
  10. Wagnis Wildnis, Wildnisentwicklung und Wildnisbildung in Mitteleuropa, (hrsg.) Herbert Zucchi, Paul Stegmann: München oekom verlag, 2006
  11. Exploring the potential of using priority effects during ecological restoration to resist biological invasions in the neotropics
  12. Untersuchungen zur Entwicklung von Anpassungsstrategien an den Klimawandel für die Überflutungsflächen an der unteren Mittelelbe.
  13. Decisions And Characteristics During The Development Process Of A Software Demonstrator For Data Analysis In Production Logistics
  14. Callings and work engagement: Moderated mediation model of work meaningfulness, occupational identity, and occupational self-efficacy
  15. Dialogorientierte Nachhaltigkeitsberichterstattung von Hochschulen : eine Untersuchung am Beispiel der Leuphana-Universität Lüneburg
  16. Schindler, Jörg; Held, Martin (unter Mitarbeit von Gerd Würdemann) (2009): Postfossile Mobilität. Wegweiser für die Zeit nach dem Peak Oil
  17. European Psychiatric Association (EPA) guidance on the quality of eMental health interventions in the treatment of psychotic disorders
  18. Künstliche Feuchtflächen in Hochwasserrückhaltebecken – eine Chance für die Reduzierung von Pflanzenschutzmitteleinträgen in Gewässer
  19. Orientierende Untersuchungen von NSO-Heterocyclen in niedersächsischen Oberflächengewässern – Betrachtung von Sediment und Wasserphase