1. //
  2. Start
  3. //
  4. Publikationen
  5. //
  6. Machine Learning and Data Mining for Spo...
  7. //

Machine Learning and Data Mining for Sports Analytics: 11th International Workshop, MLSA 2024, Vilnius, Lithuania, September 9, 2024, Revised Selected Papers

Publikation: Bücher und Anthologien › Konferenzbände und -dokumentationen › Forschung

Authors

  • Ulf Brefeld (Herausgeber*in)
  • Jesse Davis (Herausgeber*in)
  • Jan Van Haaren (Herausgeber*in)
  • Albrecht Zimmermann (Herausgeber*in)

The proceedings contain 9 papers. The special focus in this conference is on Machine Learning and Data Mining for Sports Analytics. The topics include: Large Language Models on Race Commentary: Towards Granular Data in Cycling Analytics; GraphEIV: A Framework for Estimating the Expected Immediate Value in Basketball Using Graph Neural Networks; mathematical Models for Off-Ball Scoring Prediction in Basketball; an Analysis of the Influence of Game Context on Team Playing Style; Augmented Intelligence for FIFA Predictions; transformer-Based Framework for Versatile Analysis of Events Data in Soccer; Automated Detection of Shot Events in Game Phases Using GNSS Data from a Single Team.

OriginalspracheEnglisch
ErscheinungsortCham
VerlagSpringer Verlag
Anzahl der Seiten119
ISBN (Print)978-3-031-86691-3
ISBN (elektronisch)978-3-031-86692-0
DOIs
PublikationsstatusErschienen - 2025
Veranstaltung11th International Workshop on Machine Learning and Data Mining for Sports Analytics - MLSA 2024 - Vilnius, Litauen
Dauer: 09.09.2024 → 09.09.2024
Konferenznummer: 11

Publikationsreihe

NameCommunications in Computer and Information Science
VerlagSpringer Science and Business Media Deutschland GmbH
Band2460
ISSN (Print)1865-0929
ISSN (elektronisch)1865-0937

Weitere Publikationen dieser Person(en)

Interactive sequential generative models for team sports

Fassmeyer, D., Cordes, M. & Brefeld, U., 02.2025, in: Machine Learning. 114, 2, 15 S., 38.

Publikation: Beiträge in Zeitschriften › Zeitschriftenaufsätze › Forschung › begutachtet

Joint Item Response Models for Manual and Automatic Scores on Open-Ended Test Items

Bengs, D., Brefeld, U., Kroehne, U. & Zehner, F., 2025, (Angenommen/Im Druck) in: Psychometrika.

Publikation: Beiträge in Zeitschriften › Zeitschriftenaufsätze › Forschung › begutachtet

Masked autoencoder for multiagent trajectories

Rudolph, Y. & Brefeld, U., 02.2025, in: Machine Learning. 114, 2, 18 S., 44.

Publikation: Beiträge in Zeitschriften › Zeitschriftenaufsätze › Forschung › begutachtet

The promise and challenges of computer mouse trajectories in DMHIs – A feasibility study on pre-treatment dropout predictions

Zantvoort, K., Matthiesen, J., Bjurner, P., Bendix, M., Brefeld, U., Funk, B. & Kaldo, V., 06.2025, in: Internet Interventions. 40, 7 S., 100828.

Publikation: Beiträge in Zeitschriften › Zeitschriftenaufsätze › Forschung › begutachtet

Toward Learning Distributions of Distributions

Wohlstein, M. & Brefeld, U., 2025, in: Proceedings of Machine Learning Research. 265, S. 269-275 7 S.

Publikation: Beiträge in Zeitschriften › Konferenzaufsätze in Fachzeitschriften › Forschung › begutachtet

DOI

Zuletzt angesehen

Forschende

  1. Anke Schmidt

Publikationen

  1. Object-Oriented Construction Handbook
  2. A Semiparametric Approach for Modeling Not-Reached Items
  3. Microstructure, mechanical and functional properties of refill friction stir spot welds on multilayered aluminum foils for battery application
  4. Solvable problems or problematic solvability?
  5. Development and validation of the Later Life Work Index for successful management of an aging workforce
  6. Systematic distributions of interaction strengths across tree interaction networks yield positive diversity–productivity relationships
  7. Political discourse in the media
  8. Diversity and specificity of host-natural enemy interactions in an urban-rural interface
  9. Taming a Wicked Problem
  10. Optimum parameters and rate-controlling mechanisms for hot working of extruded Mg-3Sn-1Ca alloy
  11. Micro and Macro Perspectives in Organization Theory
  12. Response of saproxylic beetles to small-scale habitat connectivity depends on trophic levels
  13. How can employment relations in global value networks be managed towards social responsibility?
  14. Systemanalyse für Softwaresysteme
  15. MindMatters
  16. The use of the online Inverted Classroom Model for digital teaching with gamification in medical studies
  17. Smart cities, smart borders. Sensing networks and security in the urban space
  18. The Influence of Tree Diversity on Natural Enemies—a Review of the “Enemies” Hypothesis in Forests
  19. Der "getarnte" Arbeitnehmer-Geschäftsführer
  20. Anatomical and neuromuscular variables strongly predict maximum knee extension torque in healthy men
  21. Aligning the design of intermediary organisations with the ecosystem
  22. Children's interpretation of ambiguous pronouns based on prior discourse
  23. Klassensprachen - Some Preliminary Theses
  24. Organizational practices for the aging workforce
  25. Safer Spaces
  26. Microtomography on biomaterials using the harwi-2 beamline at desy
  27. Tormentil for active ulcerative colitis
  28. A Dual Kalman Filter to Identify Parameters of a Permanent Magnet Synchronous Motor
  29. Erwiderung einer Erwiderung
  30. Assessing User Behavior by Mouse Movements
  31. Myth and Metaphor
  32. Ensuring tests of conservation interventions build on existing literature
  33. The Impact of Scale on Children’s Spatial Thought
  34. Criticality and Values in Digital Transformation Research: Insights from a Workshop
  35. Schelling's Naturalism
  36. Evaluating social learning in participatory mapping of ecosystem services
  37. Acquisitional pragmatics
  38. Attachment disorder and attachment theory – Two sides of one medal or two different coins?
  39. Communication
  40. Integrating Art and Education for Sustainable Development. A Transdisciplinary Working Process in the Context of Culture and Sustainability