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Machine Learning in Team Sports

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

  • Rabiu Muazu Musa
  • Anwar P.P. Abdul Majeed
  • Norlaila Azura Kosni
  • Mohamad Razali Abdullah
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Part of the SpringerBriefs in Applied Sciences and Technology book series (BRIEFSAPPLSCIENCES)

Table of contents

  1. Front Matter
    Pages i-x
  2. Rabiu Muazu Musa, Anwar P. P. Abdul Majeed, Norlaila Azura Kosni, Mohamad Razali Abdullah
    Pages 1-12
  3. Rabiu Muazu Musa, Anwar P. P. Abdul Majeed, Norlaila Azura Kosni, Mohamad Razali Abdullah
    Pages 13-19
  4. Rabiu Muazu Musa, Anwar P. P. Abdul Majeed, Norlaila Azura Kosni, Mohamad Razali Abdullah
    Pages 21-28
  5. Rabiu Muazu Musa, Anwar P. P. Abdul Majeed, Norlaila Azura Kosni, Mohamad Razali Abdullah
    Pages 29-39
  6. Rabiu Muazu Musa, Anwar P. P. Abdul Majeed, Norlaila Azura Kosni, Mohamad Razali Abdullah
    Pages 41-48
  7. Rabiu Muazu Musa, Anwar P. P. Abdul Majeed, Norlaila Azura Kosni, Mohamad Razali Abdullah
    Pages 49-58
  8. Rabiu Muazu Musa, Anwar P. P. Abdul Majeed, Norlaila Azura Kosni, Mohamad Razali Abdullah
    Pages 59-61

About this book

Introduction

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. 

Keywords

Sports performance assessment Physical fitness parameters Psycho-maturity in sports Sports psychology Talent identification in sports Sports mechanics Sports engineering

Authors and affiliations

  • Rabiu Muazu Musa
    • 1
  • Anwar P.P. Abdul Majeed
    • 2
  • Norlaila Azura Kosni
    • 3
  • Mohamad Razali Abdullah
    • 4
  1. 1.Department of Credited Co-curriculum, Centre for Fundamental and Continuing EducationUniversiti Malaysia TerengganuKuala TerengganuMalaysia
  2. 2.Innovative Manufacturing, Mechatronics and Sports Laboratory, Faculty of Manufacturing and Mechatronics Engineering TechnologyUniversiti Malaysia PahangPekanMalaysia
  3. 3.Faculty of Sport Science and RecreationUniversiti Teknologi MARABandar Tun Abdul Razak JengkaMalaysia
  4. 4.East Coast Environmental Research InstituteUniversiti Sultan Zainal AbidinKuala TerengganuMalaysia

Bibliographic information

  • DOI https://doi.org/10.1007/978-981-15-3219-1
  • Copyright Information The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2020
  • Publisher Name Springer, Singapore
  • eBook Packages Intelligent Technologies and Robotics
  • Print ISBN 978-981-15-3218-4
  • Online ISBN 978-981-15-3219-1
  • Series Print ISSN 2191-530X
  • Series Online ISSN 2191-5318
  • Buy this book on publisher's site