A comparison of different soft-computing techniques for the evaluation of handball goalkeepers.

The efficiency of handball goalkeepers is a good predictor of team ranking in tournaments, but despite this, very few studies have been carried out into the performance characteristics of elite goalkeepers. This paper provides the criteria for evaluating a handball goalkeeper and applies a variety o...

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Detalhes bibliográficos
Autores: Angulo Sánchez-Herrera, Eusebio, Romero Chicharro, Francisco Pascual, López Gómez, Julio Alberto
Formato: artículo
Fecha de publicación:2022
País:España
Recursos:Universidad de Castilla-La Mancha
Repositorio:RUIdeRA. Repositorio Institucional de la UCLM
OAI Identifier:oai:ruidera.uclm.es:10578/36607
Acesso em linha:https://hdl.handle.net/10578/36607
Access Level:acceso abierto
Palavra-chave:Player evaluation
Multi-criteria decision-making
Metaheuristics
Handball goalkeepers
Statistical analysis
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spelling A comparison of different soft-computing techniques for the evaluation of handball goalkeepers.Angulo Sánchez-Herrera, EusebioRomero Chicharro, Francisco PascualLópez Gómez, Julio AlbertoPlayer evaluationMulti-criteria decision-makingMetaheuristicsHandball goalkeepersStatistical analysisThe efficiency of handball goalkeepers is a good predictor of team ranking in tournaments, but despite this, very few studies have been carried out into the performance characteristics of elite goalkeepers. This paper provides the criteria for evaluating a handball goalkeeper and applies a variety of soft-computingmethodologies for estimating their weights. More specifically, a fuzzy multi-criteria decision-making method, a metaheuristic optimisation algorithm, and statistical and domain-knowledgebased methods were used to evaluate the actions of goalkeepers during the game. Computer experiments were performed for all the proposed methodologies, using data from the 2020 European Men’s Handball Championship, in order to estimate the weights of the indicators.Springer202420242022info:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/10578/36607reponame:RUIdeRA. Repositorio Institucional de la UCLMinstname:Universidad de Castilla-La ManchaInglésinfo:eu-repo/semantics/openAccessoai:ruidera.uclm.es:10578/366072026-05-27T07:36:41Z
dc.title.none.fl_str_mv A comparison of different soft-computing techniques for the evaluation of handball goalkeepers.
title A comparison of different soft-computing techniques for the evaluation of handball goalkeepers.
spellingShingle A comparison of different soft-computing techniques for the evaluation of handball goalkeepers.
Angulo Sánchez-Herrera, Eusebio
Player evaluation
Multi-criteria decision-making
Metaheuristics
Handball goalkeepers
Statistical analysis
title_short A comparison of different soft-computing techniques for the evaluation of handball goalkeepers.
title_full A comparison of different soft-computing techniques for the evaluation of handball goalkeepers.
title_fullStr A comparison of different soft-computing techniques for the evaluation of handball goalkeepers.
title_full_unstemmed A comparison of different soft-computing techniques for the evaluation of handball goalkeepers.
title_sort A comparison of different soft-computing techniques for the evaluation of handball goalkeepers.
dc.creator.none.fl_str_mv Angulo Sánchez-Herrera, Eusebio
Romero Chicharro, Francisco Pascual
López Gómez, Julio Alberto
author Angulo Sánchez-Herrera, Eusebio
author_facet Angulo Sánchez-Herrera, Eusebio
Romero Chicharro, Francisco Pascual
López Gómez, Julio Alberto
author_role author
author2 Romero Chicharro, Francisco Pascual
López Gómez, Julio Alberto
author2_role author
author
dc.subject.none.fl_str_mv Player evaluation
Multi-criteria decision-making
Metaheuristics
Handball goalkeepers
Statistical analysis
topic Player evaluation
Multi-criteria decision-making
Metaheuristics
Handball goalkeepers
Statistical analysis
description The efficiency of handball goalkeepers is a good predictor of team ranking in tournaments, but despite this, very few studies have been carried out into the performance characteristics of elite goalkeepers. This paper provides the criteria for evaluating a handball goalkeeper and applies a variety of soft-computingmethodologies for estimating their weights. More specifically, a fuzzy multi-criteria decision-making method, a metaheuristic optimisation algorithm, and statistical and domain-knowledgebased methods were used to evaluate the actions of goalkeepers during the game. Computer experiments were performed for all the proposed methodologies, using data from the 2020 European Men’s Handball Championship, in order to estimate the weights of the indicators.
publishDate 2022
dc.date.none.fl_str_mv 2022
2024
2024
dc.type.none.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.none.fl_str_mv https://hdl.handle.net/10578/36607
url https://hdl.handle.net/10578/36607
dc.language.none.fl_str_mv Inglés
language_invalid_str_mv Inglés
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Springer
publisher.none.fl_str_mv Springer
dc.source.none.fl_str_mv reponame:RUIdeRA. Repositorio Institucional de la UCLM
instname:Universidad de Castilla-La Mancha
instname_str Universidad de Castilla-La Mancha
reponame_str RUIdeRA. Repositorio Institucional de la UCLM
collection RUIdeRA. Repositorio Institucional de la UCLM
repository.name.fl_str_mv
repository.mail.fl_str_mv
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score 15.300719

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