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Machine Learning in Elite Volleyball : Integrating Performance Analysis, Competition and Training Strategies / by Rabiu Muazu Musa, Anwar P. P. Abdul Majeed, Muhammad Zuhaili Suhaimi, Mohd Azraai Mohd Razman, Mohamad Razali Abdullah, Noor Azuan Abu Osman
(SpringerBriefs in Applied Sciences and Technology. ISSN:21915318)
| 版 | 1st ed. 2021. |
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| 出版者 | (Singapore : Springer Nature Singapore : Imprint: Springer) |
| 出版年 | 2021 |
| 本文言語 | 英語 |
| 大きさ | X, 53 p. 13 illus., 12 illus. in color : online resource |
| 著者標目 | *Muazu Musa, Rabiu author Abdul Majeed, Anwar P. P author Suhaimi, Muhammad Zuhaili author Mohd Razman, Mohd Azraai author Abdullah, Mohamad Razali author Abu Osman, Noor Azuan author SpringerLink (Online service) |
| 件 名 | LCSH:Machine learning LCSH:Sports sciences LCSH:Computational intelligence FREE:Machine Learning FREE:Sport Science FREE:Computational Intelligence |
| 一般注記 | Chapter 1. Nature of Volleyball Sport, Performance Analysis in Volleyball, and the Recent Advances of Machine Learning Application in Sports -- Chapter 2. The Effect of Competition strategies in influencing Volleyball performance -- Chapter 3. Identification of psychological training strategies essential for Volleyball performance -- Chapter 4. The Strategic competitional elements contributing to Volleyball performance -- Chapter 5. Anthropometric variables in the identification of high-performance Volleyball players -- Chapter 6. Performance Indicators predicting medalists and non-medalists in elite men Volleyball competition -- Chapter 7. Summary, Conclusion and Future Direction This brief highlights the use of various Machine Learning (ML) algorithms to evaluate training and competitional strategies in Volleyball, as well as to identify high-performance players in the sport. Several psychological elements/strategies coupled with human performance parameters are discussed in view to ascertain their impact on performance in elite Volleyball competitions. It presents key performance indicators as well as human performance parameters that can be used in future evaluation of team performance and players. The details outlined in this brief are vital to coaches, club managers, talent identification experts, performance analysts as well as other important stakeholders in the evaluation of performance and to foster improvement in this sport HTTP:URL=https://doi.org/10.1007/978-981-16-3192-4 |
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| 電子ブック | オンライン | 電子ブック |
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Springer eBooks | 9789811631924 |
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EB00229109 |