Data Mining and Machine Learning in High-Performance Sport Performance Analysis of On-field and Video Assistant Referees in European Soccer Leagues

It is envisioned that the findings in this book could be useful in recognising the activity pattern of top-class referees, that is non-trivial for the stakeholders in devising strategies to further enhance the performances of referees as well as empower talent identification experts with pertinent i...

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Bibliographic Details
Main Authors: Muazu Musa, Rabiu, P.P. Abdul Majeed, Anwar (Author), Abdullah, Mohamad Razali (Author), Kuan, Garry (Author)
Format: eBook
Language:English
Published: Singapore Springer Nature Singapore 2022, 2022
Edition:1st ed. 2022
Series:SpringerBriefs in Applied Sciences and Technology
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Current Trend of Analysis in High-Performance Sport, and the Recent Updates in Data Mining and Machine Learning Application in Sports
  • Pattern Recognition of Misconducts Offences and Bookings of Top-European Soccer Leagues Referees
  • Tactical and Misconduct Actions leading to VAR Interventions in Top-Flights European Soccer Leagues
  • Positional Events Incidences Leading to VAR Intervention in European Soccer Leagues Games
  • Decisions Error of Top European Leagues Soccer Leagues Referees at Specific Time of Match Play
  • Prevalence and Differences of Decisions Error in Top-Class European Soccer Leagues
  • Relationship Between match loading and Decisions Error among top-class European Soccer Leagues Referees
  • Summary, Conclusion, Current Status and Future Direction for Referees' Performance in European Soccer Leagues