Search Results - Sport Performance & Science Reports
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The effects of complex training on performance variables in basketball players: a systematic review and meta-analysis
Kambitta Valappil, I. N., Parpa, K., Govindasamy, K., Katanic, B., Clark, C. C. T., Elayaraja, M., Karmakar, D., Baltean, A. I., Fort, P. R., Geanta, V. A.Published in Frontiers in Sports and Active Living (2025)“…This study highlights the efficacy of CT in significantly improving CoD speed and jump performance in basketball players. These findings support its inclusion in athletic conditioning programs and offer valuable insights for coaches and practitioners aiming to optimize sport-specific performance through targeted training interventions.…”
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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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Mapping football tactical behavior and collective dynamics with artificial intelligence: a systematic review
Teixeira, J. E., Maio, E., Afonso, P., Encarnação, S., Machado, G. F., Morgans, R., Barbosa, T. M., Monteiro, A. M., Forte, P., Ferraz, R., Branquinho, L.Published in Frontiers in Sports and Active Living (2025)“…Nevertheless, there are still challenges for the real practical application of AI-based techniques, as well as ethical regulation and the formation of professional profiles that combine sports science, data analytics, computer science, and coaching expertise.…”
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