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
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.
Originalsprache | Englisch |
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Erscheinungsort | Cham |
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Verlag | Springer |
Anzahl der Seiten | 119 |
ISBN (Print) | 978-3-031-86691-3 |
ISBN (elektronisch) | 978-3-031-86692-0 |
DOIs | |
Publikationsstatus | Erschienen - 2025 |
Veranstaltung | 11th 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
Name | Communications in Computer and Information Science |
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Verlag | Springer Science and Business Media Deutschland GmbH |
Band | 2460 |
ISSN (Print) | 1865-0929 |
ISSN (elektronisch) | 1865-0937 |
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