Machine Learning in Team Sports

£44.99

Machine Learning in Team Sports

Performance Analysis and Talent Identification in Beach Soccer & Sepak-takraw

Biomedical engineering Sports and Active outdoor recreation Sports psychology Computer applications in the social and behavioural sciences Computer modelling and simulation Artificial intelligence

Authors: Rabiu Muazu Musa, Anwar P. P. Abdul Majeed, Norlaila Azura Kosni, Mohamad Razali Abdullah

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Collection: SpringerBriefs in Applied Sciences and Technology

Language: English

Published by: Springer

Published on: 17th February 2020

Format: LCP-protected ePub

Size: 6 Mb

ISBN: 9789811532191


Application of Performance Analysis Tools

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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