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  1. 1

    AI in Bundesliga match analysis - expected possession value (EPV) vs. expected goals (xG) to predict match outcomes in soccer

    Forcher, L., Forcher, L., Woll, A., Altmann, S.
    Published in Frontiers in Sports and Active Living (2025)
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  2. 2

    Mathematical models for off-ball scoring prediction in basketball

    Kono, R., Fujii, K.
    Published in Machine Learning and Data Mining for Sports Analytics. MLSA 2024. Communications in Computer and Information Science (2025)
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  3. 3

    Predicting the match outcome in the 2023 FIFA Women`s World Cup and analysis of influential features

    Oliva-Lozano, J. M., Vidal, M., Yousefian, F., Cost, R., Gabbett, T. J.
    Published in Journal of Human Kinetics (2025)
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  4. 4

    Performance indicators for qualification to the playoffs and the final four in Euroleague 2000-2022

    Kamitsis, A., Politis, K.
    Published in Journal of Sports Analytics (2025)
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  5. 5

    Efficient computation of tournament winning probabilities

    Brandes, U., Marmulla, G., Smokovic, I.
    Published in Journal of Sports Analytics (2025)
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  6. 6

    Classification of success/failure in weightlifting snatch using a machine learning model based on barbell kinematics

    Kim, S., Moon, J.
    Published in International Journal of Sports Science & Coaching (2025)
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  7. 7

    Goal and shot prediction in ball possessions in FIFA Women`s World Cup 2023: a machine learning approach

    Iván-Baragaño, I., Ardá, A., Losada, J. L., Maneiro, R.
    Published in Frontiers in Psychology (2025)
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  8. 8

    Tech Scouting im Leistungssport: Technologie als Erfolgsfaktor (Tech scouting in competitive sport: technology as a success factor)

    Sandig, D., Schwarzenbrunner, K.
    Published in Leistungssport (2025)
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  9. 9

    High-intensity GPS-derived parameters in semi-professional soccer: home vs. away roles of the team and their relationship with the match's final score

    Carlos-Vivas, J., Franco-García, J. M., Mendoza-Muñoz, D. M., Gómez-Pomares, S., Pérez-Gómez, J.
    Published in Sensors (2024)
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  10. 10

    The energy transferred between lower-body segments by successful and less successful male rugby place kickers

    Atack, A. C., Trewartha, G., Bezodis, N.
    Published in ISBS Proceedings Archive: Vol. 42: Iss. 1 (2024)
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  11. 11

    2024: anticipating record-breaking performances in front crawl swimming through mathematical analysis

    Patoz, A., Finiel, L., Borrani, F.
    Published in Frontiers in Physiology (2024)
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  12. 12

    Clephas, C.; Stergiou, P.; Tyreman, H.; Katz, L. (Vorhersage des olympischen Erfolgs durch Regressionsmodellierung im Sport - eine Analyse zu Beginn des 21. Jahrhunderts)

    Clephas, C., Stergiou, P., Tyreman, H., Katz, L.
    Published in 13th World Congress of Performance Analysis of Sport and 13th International Symposium on Computer Science in Sport. IACSS&ISPAS 2022 (2023)
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  13. 13

    Towards personalised performance prediction in road cycling through machine learning

    Kholkine, L., de Leeuw, A. W., Verdonck, T., Latré, S.
    Published in 13th World Congress of Performance Analysis of Sport and 13th International Symposium on Computer Science in Sport. IACSS&ISPAS 2022 (2023)
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  14. 14

    A systematization model for quantitative game analysis

    Winter, C., Pfeiffer, M.
    Published in 13th World Congress of Performance Analysis of Sport and 13th International Symposium on Computer Science in Sport. IACSS&ISPAS 2022 (2023)
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  15. 15

    Pass receiver and outcome prediction in soccer using temporal graph networks

    Rahimian, P., Kim, H., Schmid, M., Toka, L.
    Published in Machine Learning and Data Mining for Sports Analytics. MLSA 2023. Communications in Computer and Information Science (2024)
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  16. 16

    Machine learning for handball game analysis using valid statistics linked to victory

    Kato, R., Kameda, T., Yamada, E., Fujimoto, H., Aida, H.
    Published in Proceedings of the 9th International Performance Analysis Workshop and Conference & 5th IACSS Conference. PACSS 2021 (2022)
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  17. 17

    Factors associated with match outcomes in elite European football - insights from machine learning models

    Settembre, M., Buchheit, M., Hader, K., Hamill, R., Tarascon, A., Verheijen, R., McHugh, D.
    Published in Journal of Sports Analytics (2024)
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  18. 18

    Bayesian hierarchical modelling of basketball team performance: an nba regular season case study

    Attard, P., Suda, D., Sammut, F.
    Published in Proceedings of the 11th International Conference on Sport Sciences Research and Technology Support icSPORTS - Volume 1 (2023)
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  19. 19

    The elusive features of success in soccer passes: a machine learning perspective

    Muacho, H., Ribeiro, R., Lopes, R.
    Published in Proceedings of the 10th International Conference on Sport Sciences Research and Technology Support icSPORTS - Volume 1 (2022)
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  20. 20

    Analysing Hawk-Eye ball-tracking data to explore successful serving and returning strategies at Wimbledon

    Fitzpatrick, A., Stone, J. A., Choppin, S., Kelley, J.
    Published in International Journal of Performance Analysis in Sport (2024)
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