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TitleMachine Learning in Sports [electronic resource] : Identifying Potential Archers / by Rabiu Muazu Musa, Zahari Taha, Anwar P.P.Abdul Majeed, Mohamad Razali Abdullah
ImprintSingapore : Springer Singapore : Imprint: Springer, 2019
Edition 1st ed. 2019
Connect tohttps://doi.org/10.1007/978-981-13-2592-2
Descript XII, 45 p. 11 illus. in color. online resource

SUMMARY

This brief highlights the association of different performance variables that influences archery performance and the employment of different machine learning algorithms in the identification of potential archers. The sport of archery is often associated with a myriad of performance indicators namely bio-physiological, psychological, anthropometric as well as physical fitness. Traditionally, the determination of potential archers is carried out by means of conventional statistical techniques. Nonetheless, such methods often fall short in associating non-linear relationships between the variables. This book explores the notion of machine learning that is capable of mitigating the aforesaid issue. This book is valuable for coaches and managers in identifying potential archers during talent identification programs


CONTENT

Introduction -- Bio-physiological indicators in evaluating archery performance -- Psychological variables in ascertaining potential archers -- Anthropometry correlation to archery performance -- Physical fitness parameters in the identification of high potential archers -- Concluding remarks


Engineering Computer simulation Sports-Psychological aspects Biomedical engineering Social sciences -- Data processing Computational Intelligence. http://scigraph.springernature.com/things/product-market-codes/T11014 Sport. http://scigraph.springernature.com/things/product-market-codes/L29000 Simulation and Modeling. http://scigraph.springernature.com/things/product-market-codes/I19000 Sport Psychology. http://scigraph.springernature.com/things/product-market-codes/Y45000 Biomedical Engineering and Bioengineering. http://scigraph.springernature.com/things/product-market-codes/T2700X Computer Appl. in Social and Behavioral Sciences. http://scigraph.springernature.com/things/product-market-codes/I23028



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