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ORCID12th MLSA 2025: Porto, Portugal
- Hugo M. R. Rios-Neto
, Pieter Robberechts, Maaike Van Roy, Albrecht Zimmermann:
Machine Learning and Data Mining for Sports Analytics - 12th International Workshop, MLSA 2025, Porto, Portugal, September 15, 2025, Revised Selected Papers. Communications in Computer and Information Science 2833, Springer 2026, ISBN 978-3-032-15164-3
Individual Sports
- Riad Attou, Marin Mathé, Aymeric Erades, Romain Vuillemot:
Analysis of Service Returns in Table Tennis. 3-18 - Piotr Kaczorek, Jedrzej Slupski, Franciszek Kornobis, Michal Zareba, Tomasz Górecki, Tomasz Pilka:
Racing Beyond the Gate: Predicting Speedway Results with Expected Points (xP). 19-31
Soccer
- Minho Lee, Geonhee Jo, Miru Hong, Pascal Bauer, Sang-Ki Ko:
Contextual Evaluation of Individual Contributions from Pressing Situations in Football. 35-47 - Yannik Paul, Maximilian Klemp, Daniel Memmert:
Beyond Outcome Bias: Incorporating Action Completion Probability and Risk-Return Into Soccer Evaluation Models. 48-61 - Raphaël Romero, Yoosof Mashayekhi, Fuyin Lai, Maaike Van Roy, Tijl De Bie, Jesse Davis:
Next-Event Prediction in Soccer: Assessing the Impact of Team and Player Information. 62-73 - Ricardo Furbino, João Lucas Lage Gonçalves, Gabriel Valadão Meira, Wagner Meira Jr., Thiago C. Porto, Adriano C. M. Pereira:
A Unified Spatio-Temporal Graph Model to Predict Multi-Agent Movement. 74-85 - Oktay Karakus, Hasan Arkadas:
Through the Gaps: Uncovering Tactical Line-Breaking Passes with Clustering. 86-96 - Yohei Ogawa, Rikuhei Umemoto, Keisuke Fujii:
Pitch-Wide Space Evaluation for Soccer Transitions. 97-119 - Michiel Schepers, Pieter Robberechts, Jan Van Haaren, Jesse Davis:
What Makes a Dribble Successful? Insights From 3D Pose Tracking Data. 120-135
Other Team Sports
- Guanyu Hu, Yishu Xue, Weining Shen:
Multidimensional Heterogeneity Learning for Field Goal Attempt Analysis of NBA Players. 139-157 - Shunsuke Iwashita, Ning Ding, Keisuke Fujii:
Evaluating Movement Initiation Timing in Ultimate Frisbee via Temporal Counterfactuals. 158-178
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