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ORCID10th MLSA 2023: Turin, Italy
- Ulf Brefeld, Jesse Davis
, Jan Van Haaren, Albrecht Zimmermann:
Machine Learning and Data Mining for Sports Analytics - 10th International Workshop, MLSA 2023, Turin, Italy, September 18, 2023, Revised Selected Papers. Communications in Computer and Information Science 2035, Springer 2024, ISBN 978-3-031-53832-2
Keynote
- Martin Rumo:
Sports Data Analytics: An Art and a Science. 3-7
Football/Soccer
- Maaike Van Roy, Lorenzo Cascioli, Jesse Davis:
ETSY: A Rule-Based Approach to Event and Tracking Data SYnchronization. 11-23 - Yannick Rudolph, Ulf Brefeld:
Masked Autoencoder Pretraining for Event Classification in Elite Soccer. 24-35 - Henrik Biermann, Weiran Yang, Franz-Georg Wieland, Jens Timmer, Daniel Memmert:
Quantification of Turnover Danger with xCounter. 36-51 - Pegah Rahimian, Hyunsung Kim, Marc Schmid, László Toka:
Pass Receiver and Outcome Prediction in Soccer Using Temporal Graph Networks. 52-63 - Léo Martins de Sá-Freire, Pedro O. S. Vaz-de-Melo:
Field Depth Matters: Comparing the Valuation of Passes in Football. 64-73
Basketball
- Balazs Mark Mihalyi, Gergely Biczók, László Toka:
Momentum Matters: Investigating High-Pressure Situations in the NBA Through Scoring Probability. 77-90 - Anshumaan Shankar, Gowtham Veerabadran Rajasekaran, Jacob Hendricks, Jared Andrew Schlak, Parichit Sharma, K. R. Madhavan, Hasan Kurban, Mehmet M. Dalkilic:
Are Sports Awards About Sports? Using AI to Find the Answer. 91-102 - Francisco Javier Sanguino Bautiste, Dustin Brunner, Jonathan Koch, Timothé Laborie, Liule Yang, Mennatallah El-Assady:
The Big Three: A Practical Framework for Designing Decision Support Systems in Sports and an Application for Basketball. 103-116
Other Team Sports
- Alexis Mortelier, François Rioult, John Komar:
What Data Should Be Collected for a Good Handball Expected Goal model? 119-130 - Rasmus Säfvenberg, Niklas Carlsson, Patrick Lambrix:
Identifying Player Roles in Ice Hockey. 131-143 - Victor Elijah Adeyemo, Anna Palczewska, Ben Jones, Dan Weaving:
Elite Rugby League Players' Signature Movement Patterns and Position Prediction. 144-154 - Benedek Zentai, László Toka:
Boat Speed Prediction in SailGP. 155-164
Individual Sports
- Gabin Calmet, Aymeric Erades, Romain Vuillemot:
Exploring Table Tennis Analytics: Domination, Expected Score and Shot Diversity. 167-178 - Bram Janssens, Matthias Bogaert:
Performance Measurement 2.0: Towards a Data-Driven Cyclist Specialization Evaluation. 179-190 - Vanessa Meyer, Ahmed I. Al-Ghezi, Lena Wiese:
Exploiting Clustering for Sports Data Analysis: A Study of Public and Real-World Datasets. 191-201
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