Machine Learning in Team Sports : Performance Analysis and Talent Identification in Beach Soccer & Sepak-takraw
2020 ed.
Book Details
Format
Paperback / Softback
ISBN-10
9811532184
ISBN-13
9789811532184
Edition
2020 ed.
Publisher
Springer Verlag, Singapore
Imprint
Springer Verlag, Singapore
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Feb 18th, 2020
Print length
61 Pages
Product Classification:
Biomedical engineeringComputer modelling & simulationMachine learningSports psychology
Ksh 8,100.00
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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.
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.
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