Machine Learning and Data Mining for Sports Analytics: 11th International Workshop, MLSA 2024, Vilnius, Lithuania, September 9, 2024, Revised Selected Papers
Research output: Books and anthologies › Conference proceedings › Research
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.
| Original language | English |
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| Place of Publication | Cham |
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| Publisher | Springer |
| Number of pages | 119 |
| ISBN (print) | 978-3-031-86691-3 |
| ISBN (electronic) | 978-3-031-86692-0 |
| DOIs | |
| Publication status | Published - 2025 |
| Event | 11th International Workshop on Machine Learning and Data Mining for Sports Analytics - MLSA 2024 - Vilnius, Lithuania Duration: 09.09.2024 → 09.09.2024 Conference number: 11 |
Publication series
| Name | Communications in Computer and Information Science |
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| Publisher | Springer Science and Business Media Deutschland GmbH |
| Volume | 2460 |
| ISSN (Print) | 1865-0929 |
| ISSN (electronic) | 1865-0937 |
- Informatics