Professorship for Business Information Systems, esp. Machine Learning

Organisational unit: Section

  1. 2021
  2. Published

    The origins of goals in the German Bundesliga

    Anzer, G., Bauer, P. & Brefeld, U., 17.11.2021, In : Journal of Sports Sciences. 39, 22, p. 2525-2544 20 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  3. Published

    Toward Automatically Labeling Situations in Soccer

    Fassmeyer, D., Anzer, G., Bauer, P. & Brefeld, U., 03.11.2021, In : Frontiers in Sports and Active Living. 3, 725431.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  4. Published

    Principled Interpolation in Normalizing Flows

    Fadel, S., Mair, S., da Silva Torres, R. & Brefeld, U., 09.2021, Machine Learning and Knowledge Discovery in Databases. Research Track: European Conference, ECML PKDD 2021, Bilbao, Spain, September 13–17, 2021, Proceedings, Part II. Oliver, N., Pérez-Cruz, F., Kramer, S., Read, J. & Lozano, J. A. (eds.). Cham: Springer Nature AG, p. 116-131 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12976 LNAI).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  5. E-pub ahead of print

    Contextual movement models based on normalizing flows

    Fadel, S., Mair, S., da Silva Torres, R. & Brefeld, U., 13.08.2021, In : AStA Advances in Statistical Analysis. 22 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  6. Published

    Space and Control in Soccer

    Martens, F., Dick, U. & Brefeld, U., 16.07.2021, In : Frontiers in Sports and Active Living . 3, 13 p., 676179.

    Research output: Journal contributionsJournal articlesResearch

  7. Published

    Joint optimization of an autoencoder for clustering and embedding

    Boubekki, A., Kampffmeyer, M., Brefeld, U. & Jenssen, R., 01.07.2021, In : Machine Learning. 110, 7, p. 1901-1937 37 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  8. Published

    Simultaneous Constrained Adaptive Item Selection for Group-Based Testing

    Bengs, D., Kroehne, U. & Brefeld, U., 01.06.2021, In : Journal of Educational Measurement. 58, 2, p. 236-261 26 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  9. Published

    Evaluating one-shot tournament predictions

    Ekstrom, C. T., Van Eetvelde, H., Ley, C. & Brefeld, U., 05.04.2021, In : Journal of Sports Analytics. 7, 1, p. 37-46 10 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  10. 2020
  11. Published

    Preface

    Brefeld, U., Davis, J., Van Haaren, J. & Zimmermann, A., 01.11.2020, Machine Learningand Data Miningfor Sports Analytics: 7th International Workshop, MLSA 2020Co-located with ECML/PKDD 2020Ghent, Belgium, September 14–18, 2020Proceedings. Brefeld, U., Haaren, J. V., Davis, J. & Zimmermann, A. (eds.). Cham: Springer Nature AG, Vol. 1324. p. v-vi 2 p. (Communications in Computer and Information Science; no. 1324).

    Research output: Contributions to collected editions/worksOtherResearch

  12. Published

    Analysing Positional Data

    Brefeld, U., Mair, S. & Lasek, J., 01.10.2020, Science Meets Sports: When Statistics Are More Than Numbers. Ley, C. & Dominicy, Y. (eds.). Newcastle upon Tyne: Cambridge Scholars Publishing, p. 81-94 13 p. (Physical Sciences).

    Research output: Contributions to collected editions/worksChapterResearchpeer-review

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