Search Results - Sport Performance & Science Reports
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Lessons learned from implementing injury and illness surveillance in professional football: introducing a new implementation framework
Tabben, M., Hassanmirzaei, B., Singh, G., Miladi, R., Chaabane, M., McCourt, P., Serner, A., Clarsen, B., Ellouze, Z., Mokrani, M., Whiteley, R., D`Hooghe, P., Cardinale, M., Schumacher, Y. O., Bahr, R.Published in Sports Medicine (2025) -
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Playing style identification in team sports: a systematic review from statistical dimensionality reduction to unsupervised machine learning
Gu, L., Wang, W., Plakias, S., Zhang, S.Published in International Journal of Sports Science & Coaching (2025)“…Identifying team playing styles is crucial for tactical planning, player recruitment, and performance optimization in team sports. With the increasing availability of match sheet, event, and tracking data, statistical dimensionality reduction and unsupervised machine learning (UML) have become valuable for uncovering hidden patterns in collective behaviours. …”
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