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Titlebook: Machine Learning in Team Sports; Performance Analysis Rabiu Muazu Musa,Anwar P.P. Abdul Majeed,Mohamad R Book 2020 The Author(s), under exc

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發(fā)表于 2025-3-21 16:42:46 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書目名稱Machine Learning in Team Sports
副標(biāo)題Performance Analysis
編輯Rabiu Muazu Musa,Anwar P.P. Abdul Majeed,Mohamad R
視頻videohttp://file.papertrans.cn/621/620704/620704.mp4
概述Highlights the application of performance analysis tools in data acquisition, and various ML algorithms for evaluating team performance in sports.Discusses how key performance indicators as well as hu
叢書名稱SpringerBriefs in Applied Sciences and Technology
圖書封面Titlebook: Machine Learning in Team Sports; Performance Analysis Rabiu Muazu Musa,Anwar P.P. Abdul Majeed,Mohamad R Book 2020 The Author(s), under exc
描述This brief highlights the application of performance analysis tools in data acquisition, and various machine learning algorithms for evaluating team performance as well as talent identification in beach soccer and sepak takraw. Numerous performance indicators and human performance parameters are considered based on their relevance to each sport. The findings presented here demonstrate that the key performance indicators as well as human performance parameters can be used in the future evaluation of team performance as well as talent identification in these sports. Accordingly, they offer a valuable resource for coaches, club managers, talent identification experts, performance analysts and other relevant stakeholders involved in performance assessments.?
出版日期Book 2020
關(guān)鍵詞Sports performance assessment; Physical fitness parameters; Psycho-maturity in sports; Sports psycholog
版次1
doihttps://doi.org/10.1007/978-981-15-3219-1
isbn_softcover978-981-15-3218-4
isbn_ebook978-981-15-3219-1Series ISSN 2191-530X Series E-ISSN 2191-5318
issn_series 2191-530X
copyrightThe Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2020
The information of publication is updating

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發(fā)表于 2025-3-21 23:26:37 | 只看該作者
Technical and Tactical Performance Indicators Determining Successful and Unsuccessful Team in EliteIt was shown from the study that through the framework provided, the best ANN architecture, as well as performance indicators identified, could yield an average classification accuracy of 92.5% on the validation and test dataset.
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發(fā)表于 2025-3-22 20:54:31 | 只看該作者
Key Performance Indicators in Elite Beach Soccer,a time, shot at back third, pass at back third, interception, turnover, complete save by the keeper, uncomplete save by the keeper, shot inside a box as well as shot outside box are non-trivial in evaluating the performance of a given team.
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(magnesium (Mg), silicon (Si), copper (Cu), manganese (Mn), zinc (Zn), and zirconium (Zr)) were produced with direct chill casting method as billet form. After casting process homogenization process was applied. Effects of the changes in chemical composition, homogenization time (3, 6, and 10?h), an
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