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  1. 1

    Using machine learning to determine the positions of professional soccer players in terms of biomechanical variables

    Yagin, F. H., Hasan, U. C. H., Clemente, F. M., Eken, O., Badicu, G., Gulu, M.
    Published in Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology (2025)
    “…Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology…”
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  2. 2

    The influence of technical performance indicators on the results of the Chinese Football Super League at different stages of the season-based on evidence from the 2010-2019 seasons

    Ma, X., Li, X., Quan, T., Liu, H., Liu, T.
    Published in Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology (2025)
    “…Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology…”
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  3. 3

    Quantifying athlete wellness: Investigating the predictive potential of subjective wellness reports through a player monitoring system

    Alexandersen, A., Pettersen, S. D., Johansen, D.
    Published in Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology (2025)
    “…Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology…”
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  4. 4

    Three-defender versus two-defender systems in football: A comparison of offensive play

    Otero-Saborido, F. M., Torreblanca-Martinez, S., Torreblanca-Martinez, V., Nevado-Garrosa, F., Nuñez-Campos, M., González-Jurado, J. A.
    Published in Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology (2025)
    “…Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology…”
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  5. 5

    Novel tactical insights from Men`s 2022 FIFA World Cup: Which performance indicators explain the teams` goal difference?

    Praça, G. M., Brandão, L. H. A., Abreu, C. O., de A. Oliveira, P. H., de Andrade, A. G. P.
    Published in Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology (2025)
    “…Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology…”
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  6. 6

    Head impact exposure in youth soccer: comparing across activity types

    Pritchard, N. S., Filben, T. M., Haja, S. J., Miller, L. E., Espeland, M. A., Stitzel, J. D., Urban, J. E.
    Published in Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology (2025)
    “…Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology…”
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  7. 7

    Monitoring the external load of counter-attack drills in youth soccer using GPS devices: The influence of time pressure and numerical superiority on players` responses

    Rochael, M., Praça, G. M.
    Published in Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology (2025)
    “…Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology…”
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  8. 8

    Aerodynamic comparisons between Al Rihla and recent World Cup soccer balls

    Goff, J. E., Hong, S., Asai, T.
    Published in Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology (2025)
    “…Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology…”
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  9. 9

    Development of an innovative method for evaluating a network of collective defensive interactions in football

    Pacheco, R., Ribeiro, J., Couceiro, M., Davids, K., Garganta, J., Marques-Aleixo, I., Nakamura, F., Casanova, F., González-Víllora, S.
    Published in Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology (2025)
    “…Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology…”
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  10. 10

    Prediction of soccer clubs` league rankings by machine learning methods: The case of Turkish Super League

    Tümer, A. E., Akyildiz, Z., Güler, A. H., Saka, E. K., Ievoli, R., Palazzo, L., Clemente, F. M.
    Published in Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology (2025)
    “…Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology…”
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  11. 11

    Augmented intelligence for FIFA predictions

    Jethuri, K., Emmadi, S. C., Samudrala, S., Natarajan, J., Ghotkar, P., Natu, M.
    Published in Machine Learning and Data Mining for Sports Analytics. MLSA 2024. Communications in Computer and Information Science (2025)
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  12. 12

    Investigating static water uptake characteristics and mechanisms for leather and synthetic association footballs

    Phillips, I., Harland, A., Mitchell, S., Lepper, P.
    Published in Sports Engineering (2025)
    “…Sports Engineering…”
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  13. 13

    Advanced feature engineering in acute:chronic workload ratio (ACWR) calculation for injury forecasting in elite soccer

    Matas-Bustos, J. B., Mora-García, A. M., de Hoyo Lora, M., Nieto-Alarcón, A., Gonzalez-Fernández, F. T.
    Published in PLOS ONE (2025)
    “…In this paper, we propose a novel feature engineering framework for training load management, inspired by bilinear modeling and signal processing principles. …”
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  14. 14

    Artificial intelligence coaches on the sidelines: Evaluating readability and quality of soccer training plans from six generative models

    Yang, J., Qin, S., Ren, D.
    Published in International Journal of Sports Science & Coaching (2025)
    “…Background and Objectives: Generative Artificial Intelligence shows increasing promise for developing personalized training programs in sports science. While previous research has demonstrated its utility in aerobic and resistance training, its effectiveness in generating structured, sport-specific plans for technically demanding, high-contact team sports like soccer remains underexplored. …”
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  15. 15

    Foul prediction with estimated poses from soccer broadcast video

    Fang, J., Yeung, C., Fujii, K.
    Published in Sports Engineering (2025)
    “…Sports Engineering…”
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  16. 16

    Semi-automated last touch detection for out-of-bounds possession decisions in football

    Wang, H., Mills, K., Billingham, J., Robertson, S., Hosoi, A. E.
    Published in Sports Engineering (2025)
    “…Sports Engineering…”
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  17. 17

    How reliable are the tactical measures obtained in soccer small-sided games? A test-retest analysis of observational instruments and GPS-based variables

    Praça, G. M., Abreu, C. O., Rochael, M., Moreira, P. D.
    Published in Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology (2025)
    “…Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology…”
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  18. 18

    Integrating notational and positional analysis to investigate tactical behavior in offensive and defensive phases of football matches

    Praça, G. M., Moreira, P. E. D., Andrade, A. G. P. de, Clemente, F. M., Oliveira, W. B. de, Demétrio, G.
    Published in Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology (2025)
    “…Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology…”
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  19. 19

    Training intensity management during microcycles, mesocycles, and macrocycles in soccer: A systematic review

    Ramos-Cano, J., Martín-García, A., Rico-González, M.
    Published in Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology (2025)
    “…Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology…”
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  20. 20

    Investigation of the convergent validity and reliability of unit position differences of Catapult S5 GPS units in field conditions

    Akyildiz, Z., Clemente, F. M., Sentürk, D., Gürol, B., Yildiz, M., Ocak, Y., Günay, M.
    Published in Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology (2025)
    “…Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology…”
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