Search Results - Machine Learning and Data Mining for Sports Analytics
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The big three: A practical framework for designing decision support systems in sports and an application for basketball
Bautiste, F. J. S., Brunner, D., Koch, J., Laborie, T., Yang, L., El-Assady, M.Published in Machine Learning and Data Mining for Sports Analytics. MLSA 2023. Communications in Computer and Information Science (2024)Collective title: “…Machine Learning and Data Mining for Sports Analytics. …”
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Towards expected counter - using comprehensible features to predict counterattacks
Biermann, H., Wieland, F. G., Timmer, J., Memmert, D., Phatak, A.Published in Machine Learning and Data Mining for Sports Analytics. MLSA 2022. Communications in Computer and Information Science (2022)Collective title: “…Machine Learning and Data Mining for Sports Analytics. …”
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Inferring the strategy of offensive and defensive play in soccer with inverse reinforcement learning
Rahimian, P., Toka, L.Published in Machine Learning and Data Mining for Sports Analytics. MLSA 2021. Communications in Computer and Information Science (2022)Collective title: “…Machine Learning and Data Mining for Sports Analytics. …”
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Low cost player tracking in field hockey
Moura, H. D., Kholkine, L., Van Damme, L., Mets, K., Leysen, C., De Schepper, T., Hellinckx, P., Latré, S.Published in Machine Learning and Data Mining for Sports Analytics. MLSA 2021. Communications in Computer and Information Science (2022)Collective title: “…Machine Learning and Data Mining for Sports Analytics. …”
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An autoencoder based approach to simulate sports games
Vaswani, A., Ganguly, R., Shah, H., Ranjit, S, S., Pandit, S., Bothara, S.Published in Machine Learning and Data Mining for Sports Analytics (2020)“…Machine Learning and Data Mining for Sports Analytics…”
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Routine Inspection: A Playbook for Corner Kicks
Shaw, L., Gopaladesikan, S.Published in Machine Learning and Data Mining for Sports Analytics (2020)“…Machine Learning and Data Mining for Sports Analytics…”
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Measuring football players` on-the-ball contributions from passes during games
Bransen, L., Van Haaren, J.Published in Machine Learning and Data Mining for Sports Analytics. MLSA 2018. Lecture Notes in Computer Science, vol 11330 (2019)Collective title: “…Machine Learning and Data Mining for Sports Analytics. …”
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Qualitative spatial reasoning for soccer pass prediction
Vercruyssen, V., De Raedt, L., Davis, J.Published in Machine Learning and Data Mining for Sports Analytics ECML/PKDD 2016 workshop (2016)Collective title: “…Machine Learning and Data Mining for Sports Analytics ECML/PKDD 2016 workshop…”
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Network-based measures for predicting the outcomes of football games
Cintia, P., Rinzivillo, S., Pappalardo, L.Published in Machine Learning and Data Mining for Sports Analytics ECML/PKDD 2015 workshop (2015)Collective title: “…Machine Learning and Data Mining for Sports Analytics ECML/PKDD 2015 workshop…”