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Nature of Volleyball Sport, Performance Analysis in Volleyball, and the Recent Advances of Machine Learning Application in Sports

This chapter presents the overview, nature, and history of the volleyball sport. The chapter also highlights the performance -related parameters that contribute to the successful delivery of performance in this sport. The recent advances in the application of various machine learning models toward...

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Main Author: Abdullah, Prof. Madya Dr. Mohamad Razali
Format: Book Section
Language:English
Published: Springer Science and Business Media Deutschland GmbH 2021
Subjects:
T Technology (General)
Online Access:http://eprints.unisza.edu.my/5206/1/FH05-FSSG-21-53721.pdf
http://eprints.unisza.edu.my/5206/
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spelling my-unisza-ir.52062022-02-08T07:46:36Z http://eprints.unisza.edu.my/5206/ Nature of Volleyball Sport, Performance Analysis in Volleyball, and the Recent Advances of Machine Learning Application in Sports Abdullah, Prof. Madya Dr. Mohamad Razali T Technology (General) This chapter presents the overview, nature, and history of the volleyball sport. The chapter also highlights the performance -related parameters that contribute to the successful delivery of performance in this sport. The recent advances in the application of various machine learning models towards solving the classification and regression problems associated with the data often acquired in the sporting domain are also provided. Moreover, the detailed procedures of the participants’ recruitment, data collection techniques via performance analysis as well as various univariate statistical analyses employed to achieve the purpose of the present study have also been presented. © 2021, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd Springer Science and Business Media Deutschland GmbH 2021 Book Section NonPeerReviewed text en http://eprints.unisza.edu.my/5206/1/FH05-FSSG-21-53721.pdf Abdullah, Prof. Madya Dr. Mohamad Razali (2021) Nature of Volleyball Sport, Performance Analysis in Volleyball, and the Recent Advances of Machine Learning Application in Sports. In: SpringerBriefs in Applied Sciences and Technology. Springer Science and Business Media Deutschland GmbH, pp. 1-11. ISBN 2191530X
institution Universiti Sultan Zainal Abidin
building UNISZA Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Sultan Zainal Abidin
content_source UNISZA Institutional Repository
url_provider https://eprints.unisza.edu.my/
language English
topic T Technology (General)
spellingShingle T Technology (General)
Abdullah, Prof. Madya Dr. Mohamad Razali
Nature of Volleyball Sport, Performance Analysis in Volleyball, and the Recent Advances of Machine Learning Application in Sports
description This chapter presents the overview, nature, and history of the volleyball sport. The chapter also highlights the performance -related parameters that contribute to the successful delivery of performance in this sport. The recent advances in the application of various machine learning models towards solving the classification and regression problems associated with the data often acquired in the sporting domain are also provided. Moreover, the detailed procedures of the participants’ recruitment, data collection techniques via performance analysis as well as various univariate statistical analyses employed to achieve the purpose of the present study have also been presented. © 2021, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd
format Book Section
author Abdullah, Prof. Madya Dr. Mohamad Razali
author_facet Abdullah, Prof. Madya Dr. Mohamad Razali
author_sort Abdullah, Prof. Madya Dr. Mohamad Razali
title Nature of Volleyball Sport, Performance Analysis in Volleyball, and the Recent Advances of Machine Learning Application in Sports
title_short Nature of Volleyball Sport, Performance Analysis in Volleyball, and the Recent Advances of Machine Learning Application in Sports
title_full Nature of Volleyball Sport, Performance Analysis in Volleyball, and the Recent Advances of Machine Learning Application in Sports
title_fullStr Nature of Volleyball Sport, Performance Analysis in Volleyball, and the Recent Advances of Machine Learning Application in Sports
title_full_unstemmed Nature of Volleyball Sport, Performance Analysis in Volleyball, and the Recent Advances of Machine Learning Application in Sports
title_sort nature of volleyball sport, performance analysis in volleyball, and the recent advances of machine learning application in sports
publisher Springer Science and Business Media Deutschland GmbH
publishDate 2021
url http://eprints.unisza.edu.my/5206/1/FH05-FSSG-21-53721.pdf
http://eprints.unisza.edu.my/5206/
_version_ 1724613027155673088
score 13.211869

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